[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
hr3
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hr1
0.65
sbp
-0.31
lact
0.25
map
-0.24
crp
0.21
hgb
-0.20
bun
0.19
ast
0.18
ptt
0.18
tnt
0.18
fio2
0.18
k
0.17
ca
-0.16
crea
0.15
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.11
sex
0.03
MOST FREQUENT VALUES
90.0
40
0.5%
89.0
32
0.4%
80.0
23
0.3%
100.0
22
0.3%
72.0
14
0.2%
99.0
14
0.2%
84.0
13
0.2%
85.5
13
0.2%
74.0
13
0.2%
85.0
12
0.1%
91.0
12
0.1%
70.0
12
0.1%
69.0
12
0.1%
76.0
12
0.1%
94.0
12
0.1%
SMALLEST VALUES
0.0
11
0.1%
7.75
1
<0.1%
21.5
1
<0.1%
35.5
1
<0.1%
37.0
1
<0.1%
37.125
1
<0.1%
37.25
1
<0.1%
37.458333333333336
1
<0.1%
38.95652173913044
1
<0.1%
39.28947368421053
1
<0.1%
39.5
1
<0.1%
40.0
1
<0.1%
41.0
1
<0.1%
41.15
1
<0.1%
41.375
1
<0.1%
LARGEST VALUES
186.5
1
<0.1%
156.83333333333334
1
<0.1%
155.9375
1
<0.1%
153.5
1
<0.1%
152.3125
1
<0.1%
150.29166666666666
1
<0.1%
150.0
1
<0.1%
149.83333333333334
1
<0.1%
149.5
1
<0.1%
148.75
1
<0.1%
147.20833333333334
1
<0.1%
146.52083333333334
1
<0.1%
145.83333333333334
1
<0.1%
144.5
1
<0.1%
143.64583333333334
1
<0.1%
alb
MISSING:
7,793
(91%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crp
-0.42
ca
0.39
map
0.31
dbp
0.29
ptt
-0.27
sbp
0.27
bnd
-0.26
hgb
0.22
hr1
-0.22
cl
-0.21
fio2
-0.18
o2sat
0.18
be
0.16
bicar
0.16
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.14
sex
0.01
MOST FREQUENT VALUES
2.0
46
5.9%
1.8
45
5.7%
2.2
42
5.4%
2.4000000000000004
41
5.2%
2.1
41
5.2%
2.3000000000000003
39
5.0%
1.6
38
4.8%
2.7
37
4.7%
1.9000000000000001
36
4.6%
2.6
32
4.1%
2.5
32
4.1%
1.4000000000000001
31
4.0%
3.0
30
3.8%
2.8000000000000003
30
3.8%
1.5
26
3.3%
SMALLEST VALUES
0.7000000000000001
2
0.3%
0.8
5
0.6%
0.9
4
0.5%
1.0
9
1.1%
1.1
17
2.2%
1.1500000000000001
2
0.3%
1.2000000000000002
24
3.1%
1.25
2
0.3%
1.3
15
1.9%
1.3000000000000003
1
0.1%
1.35
1
0.1%
1.4000000000000001
31
4.0%
1.4500000000000002
1
0.1%
1.5
26
3.3%
1.5500000000000003
4
0.5%
LARGEST VALUES
4.1000000000000005
1
0.1%
3.9000000000000004
2
0.3%
3.8500000000000005
1
0.1%
3.8000000000000003
3
0.4%
3.7
2
0.3%
3.6
3
0.4%
3.5
3
0.4%
3.45
1
0.1%
3.4000000000000004
8
1.0%
3.3500000000000005
1
0.1%
3.35
1
0.1%
3.3000000000000003
9
1.1%
3.2
23
2.9%
3.1500000000000004
1
0.1%
3.1000000000000005
2
0.3%
alp
MISSING:
6,146
(72%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bili_dir
0.40
ck
-0.39
ckmb
-0.36
resp
0.31
lymph
0.28
bun
0.26
crp
0.25
fgn
0.24
bili
0.22
tnt
-0.21
hgb
-0.19
po2
-0.18
wbc
0.17
mg
0.17
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.23
sex
0.02
MOST FREQUENT VALUES
3.9318256327243257
37
1.5%
3.784189633918261
32
1.3%
3.871201010907891
30
1.2%
3.6888794541139363
30
1.2%
3.8918202981106265
30
1.2%
3.828641396489095
29
1.2%
4.143134726391533
29
1.2%
3.7612001156935624
29
1.2%
3.5263605246161616
28
1.2%
3.6375861597263857
27
1.1%
4.060443010546419
26
1.1%
3.8501476017100584
26
1.1%
4.07753744390572
26
1.1%
3.7376696182833684
25
1.0%
3.912023005428146
25
1.0%
SMALLEST VALUES
2.1972245773362196
1
<0.1%
2.4849066497880004
1
<0.1%
2.5649493574615367
1
<0.1%
2.70805020110221
1
<0.1%
2.772588722239781
1
<0.1%
2.8314802400679726
1
<0.1%
2.833213344056216
1
<0.1%
2.9444389791664403
2
<0.1%
2.995732273553991
5
0.2%
3.005633587202081
1
<0.1%
3.026044584462208
1
<0.1%
3.0309690916946956
1
<0.1%
3.037673015544342
1
<0.1%
3.044522437723423
4
0.2%
3.091042453358316
8
0.3%
LARGEST VALUES
7.698235504648354
1
<0.1%
7.675898246492818
1
<0.1%
7.485491608030754
1
<0.1%
7.279614110873354
1
<0.1%
7.179958200892235
1
<0.1%
7.0543444988385975
1
<0.1%
7.00850518208228
1
<0.1%
6.9957661563048505
1
<0.1%
6.926577033222725
1
<0.1%
6.751398907893623
1
<0.1%
6.698255890755406
1
<0.1%
6.670766320845874
1
<0.1%
6.669498089857879
1
<0.1%
6.6052979209482015
1
<0.1%
6.598509028614515
1
<0.1%
alt
MISSING:
3,100
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ast
0.90
ck
0.38
lact
0.38
ckmb
0.34
bili
0.30
bili_dir
0.28
inr_pt
0.27
tnt
0.23
k
0.22
phos
0.22
be
-0.20
crea
0.19
sbp
-0.19
bun
0.18
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.17
sex
0.04
MOST FREQUENT VALUES
2.772588722239781
139
2.5%
2.70805020110221
137
2.5%
2.5649493574615367
132
2.4%
2.833213344056216
129
2.4%
2.6390573296152584
124
2.3%
2.3978952727983707
123
2.2%
2.9444389791664403
113
2.1%
2.4849066497880004
109
2.0%
3.044522437723423
107
2.0%
2.995732273553991
102
1.9%
2.8903717578961645
102
1.9%
3.1354942159291497
92
1.7%
3.091042453358316
89
1.6%
3.1780538303479458
83
1.5%
2.302585092994046
82
1.5%
SMALLEST VALUES
1.0986122886681098
2
<0.1%
1.3862943611198906
17
0.3%
1.4978661367769954
1
<0.1%
1.5890269151739727
1
<0.1%
1.6094379124341003
17
0.3%
1.7005986908310775
1
<0.1%
1.791759469228055
31
0.6%
1.8317808230648231
1
<0.1%
1.844439727056968
4
<0.1%
1.868834809141684
3
<0.1%
1.9033312448851598
1
<0.1%
1.9356005054539454
3
<0.1%
1.9459101490553132
45
0.8%
1.9944920232821373
1
<0.1%
2.0126758453675744
4
<0.1%
LARGEST VALUES
9.246323404648427
1
<0.1%
9.118527936110548
1
<0.1%
9.048828662133399
1
<0.1%
8.997856168472403
1
<0.1%
8.929927496916886
1
<0.1%
8.919250902163487
1
<0.1%
8.90821607091499
1
<0.1%
8.854125400071753
1
<0.1%
8.828043180859618
1
<0.1%
8.816971104256405
1
<0.1%
8.770122292682506
1
<0.1%
8.753055515138222
1
<0.1%
8.685266926218436
1
<0.1%
8.62515033292133
1
<0.1%
8.597029068562914
1
<0.1%
ast
MISSING:
3,572
(42%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
alt
0.90
ck
0.56
ckmb
0.54
lact
0.49
tnt
0.39
bili
0.34
bili_dir
0.34
inr_pt
0.30
be
-0.28
bicar
-0.27
sbp
-0.27
crea
0.26
k
0.26
phos
0.25
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.19
sex
0.03
MOST FREQUENT VALUES
2.9444389791664403
94
1.9%
3.091042453358316
92
1.8%
3.044522437723423
92
1.8%
3.1354942159291497
91
1.8%
2.995732273553991
86
1.7%
3.1780538303479458
80
1.6%
2.8903717578961645
77
1.5%
2.772588722239781
76
1.5%
2.833213344056216
74
1.5%
3.367295829986474
71
1.4%
3.295836866004329
68
1.4%
3.258096538021482
63
1.3%
3.2188758248682006
63
1.3%
3.4011973816621555
63
1.3%
3.4339872044851463
61
1.2%
SMALLEST VALUES
1.3862943611198906
2
<0.1%
1.6094379124341003
1
<0.1%
1.791759469228055
3
<0.1%
1.9459101490553132
3
<0.1%
2.0126758453675744
1
<0.1%
2.0794415416798357
5
<0.1%
2.1972245773362196
7
0.1%
2.2499048351651325
1
<0.1%
2.282174095733918
1
<0.1%
2.2924837393352857
1
<0.1%
2.2975599250672953
1
<0.1%
2.302585092994046
11
0.2%
2.381086967398878
1
<0.1%
2.3978952727983707
18
0.4%
2.4337672252277915
1
<0.1%
LARGEST VALUES
10.337579140242148
1
<0.1%
9.939328751668924
1
<0.1%
9.792241926732164
1
<0.1%
9.753472980137836
1
<0.1%
9.686552703010083
1
<0.1%
9.661238719458792
1
<0.1%
9.638610132737611
1
<0.1%
9.612804242947574
1
<0.1%
9.562741682597778
1
<0.1%
9.46863564741012
1
<0.1%
9.408830488603856
1
<0.1%
9.3321239148068
1
<0.1%
9.327864175998695
1
<0.1%
9.28805656102668
1
<0.1%
9.250840836923127
1
<0.1%
be
MISSING:
751
(9%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bicar
0.98
ph
0.66
pco2
0.55
lact
-0.41
crea
-0.38
cl
-0.37
ptt
-0.33
ckmb
-0.31
ast
-0.28
phos
-0.28
sbp
0.28
k
-0.27
ca
0.27
map
0.25
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.08
sex
0.02
MOST FREQUENT VALUES
0.9
30
0.4%
-1.5
30
0.4%
-0.9
29
0.4%
0.7
27
0.3%
0.0
27
0.3%
-1.1
26
0.3%
1.5
26
0.3%
-1.3
26
0.3%
0.3
25
0.3%
-2.1
25
0.3%
-0.6
23
0.3%
-0.5
23
0.3%
-1.2
23
0.3%
-2.0
22
0.3%
-2.4
22
0.3%
SMALLEST VALUES
-24.8
1
<0.1%
-20.08888888888889
1
<0.1%
-18.707142857142856
1
<0.1%
-18.59
1
<0.1%
-18.58888888888889
1
<0.1%
-18.475
1
<0.1%
-17.3875
1
<0.1%
-17.15
1
<0.1%
-17.025
1
<0.1%
-16.84285714285714
1
<0.1%
-16.633333333333333
1
<0.1%
-16.366666666666667
1
<0.1%
-16.25
1
<0.1%
-16.242857142857144
1
<0.1%
-16.0
1
<0.1%
LARGEST VALUES
21.2
1
<0.1%
19.02857142857143
1
<0.1%
17.142857142857142
1
<0.1%
16.783333333333335
1
<0.1%
16.65
1
<0.1%
16.566666666666666
1
<0.1%
15.833333333333334
1
<0.1%
15.657142857142857
1
<0.1%
15.62857142857143
1
<0.1%
15.25
1
<0.1%
14.8
1
<0.1%
14.466666666666667
1
<0.1%
14.45625
1
<0.1%
14.200000000000001
1
<0.1%
13.825
1
<0.1%
bicar
MISSING:
756
(9%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
be
0.98
pco2
0.61
ph
0.57
lact
-0.38
cl
-0.38
crea
-0.36
ckmb
-0.30
ptt
-0.30
ast
-0.27
ca
0.27
phos
-0.26
bili_dir
-0.25
k
-0.24
sbp
0.24
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.06
sex
0.05
MOST FREQUENT VALUES
23.2
37
0.5%
24.1
32
0.4%
23.8
32
0.4%
22.5
31
0.4%
23.5
31
0.4%
24.7
31
0.4%
24.0
30
0.4%
23.6
29
0.4%
23.3
28
0.4%
23.7
27
0.3%
24.5
27
0.3%
22.2
26
0.3%
22.3
26
0.3%
23.0
25
0.3%
22.7
25
0.3%
SMALLEST VALUES
8.05
1
<0.1%
8.585714285714285
1
<0.1%
9.322222222222223
1
<0.1%
9.5
1
<0.1%
9.8
1
<0.1%
9.985714285714286
1
<0.1%
10.442857142857141
1
<0.1%
10.446428571428571
1
<0.1%
10.516666666666667
1
<0.1%
10.5625
1
<0.1%
10.966666666666667
1
<0.1%
11.075
1
<0.1%
11.088888888888889
1
<0.1%
11.222222222222221
1
<0.1%
11.47
1
<0.1%
LARGEST VALUES
47.88
1
<0.1%
45.28
1
<0.1%
43.5625
1
<0.1%
42.035714285714285
1
<0.1%
41.266666666666666
1
<0.1%
40.9
1
<0.1%
40.71666666666667
1
<0.1%
40.63333333333333
1
<0.1%
39.614285714285714
1
<0.1%
39.57142857142857
1
<0.1%
39.525
1
<0.1%
39.4875
1
<0.1%
39.41428571428571
1
<0.1%
39.37
1
<0.1%
39.15
1
<0.1%
bili
MISSING:
4,632
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bili_dir
0.95
plt
-0.40
lact
0.35
ast
0.34
alt
0.30
inr_pt
0.29
bun
0.24
crea
0.23
fgn
-0.23
mchc
-0.22
alp
0.22
ptt
0.22
phos
0.20
pco2
-0.19
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.06
inf_replaced
0.03
MOST FREQUENT VALUES
-0.7598512447943043
226
5.7%
-0.893382637418827
219
5.6%
-1.0475333172460852
193
4.9%
-0.5367076934800945
190
4.8%
-1.22985487404004
186
4.7%
-0.6420682091379208
184
4.7%
-1.4529984253542496
166
4.2%
-0.44139751367576974
148
3.8%
-0.3543861366861399
126
3.2%
-0.27434342901260356
101
2.6%
-0.20023545685888164
99
2.5%
-0.13124258537193026
89
2.3%
-0.06670406423435903
80
2.0%
-0.0060794424179241285
69
1.7%
0.10514619269230023
67
1.7%
SMALLEST VALUES
-2.146145605914195
13
0.3%
-1.7995720156342223
1
<0.1%
-1.7406804978060306
58
1.5%
-1.6880002399771175
1
<0.1%
-1.625607668825318
1
<0.1%
-1.59683946158014
7
0.2%
-1.4852676859230352
4
0.1%
-1.4529984253542496
166
4.2%
-1.394106907526058
2
<0.1%
-1.3677667786116015
1
<0.1%
-1.3414266496971448
10
0.3%
-1.3178433893181947
1
<0.1%
-1.3042360578114431
2
<0.1%
-1.2502658713001675
2
<0.1%
-1.2502658713001673
4
0.1%
LARGEST VALUES
4.311408671118386
1
<0.1%
4.02555499149672
1
<0.1%
3.9664297669428454
1
<0.1%
3.8638953267667224
1
<0.1%
3.8235582003221302
1
<0.1%
3.7900704669633085
1
<0.1%
3.6204683777398348
1
<0.1%
3.545901612523585
1
<0.1%
3.5063435743544553
1
<0.1%
3.474012342160387
1
<0.1%
3.4183748014084983
1
<0.1%
3.324022017560501
1
<0.1%
3.309695729625693
1
<0.1%
3.302744619113216
1
<0.1%
3.3001596156157813
1
<0.1%
bili_dir
MISSING:
8,031
(94%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bili
0.95
mchc
-0.55
ptt
0.40
alp
0.40
inr_pt
0.36
ast
0.34
bun
0.31
plt
-0.30
lact
0.30
crea
0.29
alt
0.28
bicar
-0.25
be
-0.24
hgb
-0.23
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.02
sex
0.00
MOST FREQUENT VALUES
-0.893382637418827
43
7.9%
-1.7406804978060306
41
7.5%
-1.22985487404004
38
7.0%
-1.4529984253542496
37
6.8%
-0.7598512447943043
35
6.4%
-2.146145605914195
32
5.9%
-1.0475333172460852
31
5.7%
-0.44139751367576974
15
2.7%
-0.6420682091379208
14
2.6%
-0.5367076934800945
14
2.6%
0.05107897142202442
12
2.2%
-0.13124258537193026
11
2.0%
-0.27434342901260356
9
1.6%
-0.20023545685888164
8
1.5%
-0.3543861366861399
7
1.3%
SMALLEST VALUES
-2.146145605914195
32
5.9%
-1.7406804978060306
41
7.5%
-1.4529984253542496
37
6.8%
-1.394106907526058
1
0.2%
-1.3414266496971448
1
0.2%
-1.22985487404004
38
7.0%
-1.1386940956430625
1
0.2%
-1.106424835074277
1
0.2%
-1.0616187557294334
1
0.2%
-1.0475333172460852
31
5.7%
-0.893382637418827
43
7.9%
-0.8266169411065656
1
0.2%
-0.7677254232783739
1
0.2%
-0.7598512447943043
35
6.4%
-0.7009597269661125
1
0.2%
LARGEST VALUES
3.879720367911119
1
0.2%
3.3261250677572796
1
0.2%
3.196188646050616
1
0.2%
3.1695203989684546
1
0.2%
3.1446434942130503
1
0.2%
3.0712063270607315
1
0.2%
2.995517950588465
1
0.2%
2.98670732090631
1
0.2%
2.9258983163107044
1
0.2%
2.8166990243457124
1
0.2%
2.8061541111690973
2
0.4%
2.69409670225338
1
0.2%
2.661832128503541
1
0.2%
2.6245390185514696
1
0.2%
2.4590245800738963
1
0.2%
bnd
MISSING:
6,049
(71%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
lact
0.33
sbp
-0.31
map
-0.29
crp
0.29
alb
-0.26
ca
-0.26
hr1
0.24
be
-0.24
mchc
0.24
bicar
-0.23
dbp
-0.22
plt
-0.20
ph
-0.20
ck
0.17
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.57
sex
0.01
MOST FREQUENT VALUES
2.833213344056216
33
1.3%
2.3978952727983707
32
1.3%
2.5257286443082556
32
1.3%
2.8622008809294686
29
1.1%
2.8903717578961645
29
1.1%
1.7047480922384253
27
1.1%
2.0794415416798357
27
1.1%
2.6390573296152584
27
1.1%
2.995732273553991
26
1.0%
3.4657359027997265
26
1.0%
2.70805020110221
25
1.0%
2.803360380906535
25
1.0%
2.9444389791664403
24
0.9%
3.2188758248682006
23
0.9%
3.258096538021482
23
0.9%
SMALLEST VALUES
-0.6931471805599453
11
0.4%
-0.34657359027997264
2
<0.1%
0.0
10
0.4%
0.2027325540540822
1
<0.1%
0.4054651081081644
9
0.4%
0.5058004558392399
1
<0.1%
0.6931471805599453
14
0.6%
0.8958797346140275
1
<0.1%
0.9162907318741551
10
0.4%
1.0088346440735816
1
<0.1%
1.0986122886681098
9
0.4%
1.1874528772868358
1
<0.1%
1.2424533248940002
1
<0.1%
1.252762968495368
10
0.4%
1.3105194120562902
1
<0.1%
LARGEST VALUES
4.52720864451838
1
<0.1%
4.499809670330265
1
<0.1%
4.48863636973214
1
<0.1%
4.483002552013883
1
<0.1%
4.477336814478207
2
<0.1%
4.465908118654584
1
<0.1%
4.460144413937834
3
0.1%
4.454347296253507
1
<0.1%
4.448516375942715
1
<0.1%
4.436751534363128
2
<0.1%
4.433572794797071
1
<0.1%
4.430816798843313
1
<0.1%
4.42484663185681
3
0.1%
4.418840607796598
1
<0.1%
4.414173810026581
1
<0.1%
bun
MISSING:
1,660
(19%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crea
0.76
phos
0.44
k
0.41
mg
0.40
map
-0.38
dbp
-0.36
crp
0.32
age
0.32
bili_dir
0.31
sbp
-0.31
ptt
0.28
o2sat
-0.28
inr_pt
0.27
fio2
0.27
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.18
sex
0.09
MOST FREQUENT VALUES
2.488234439880675
76
1.1%
2.6973262377392344
73
1.1%
2.511223958105374
71
1.0%
2.9465420293632194
71
1.0%
2.6390573296152584
68
1.0%
2.6188546222977394
68
1.0%
2.5982353350950036
67
1.0%
2.7523860149222616
66
1.0%
2.4159137783010487
65
0.9%
2.821378886409213
65
0.9%
2.390595970316759
65
0.9%
2.5556757206762075
63
0.9%
2.5771819258971713
61
0.9%
2.716018370751387
61
0.9%
2.533696813957432
60
0.9%
SMALLEST VALUES
0.7742066052981629
1
<0.1%
0.8064758658669484
1
<0.1%
0.9242589015233319
2
<0.1%
1.0296194171811581
1
<0.1%
1.1249295969854831
2
<0.1%
1.2119409739751128
5
<0.1%
1.2919836816486492
1
<0.1%
1.32903766772551
1
<0.1%
1.366091653802371
9
0.1%
1.4350845252893225
9
0.1%
1.4976660967663256
1
<0.1%
1.4996230464268936
10
0.1%
1.5073751396948762
1
<0.1%
1.529935357335111
1
<0.1%
1.5602476682433286
7
0.1%
LARGEST VALUES
5.174294976841395
1
<0.1%
5.07617331556691
1
<0.1%
5.007955914494355
1
<0.1%
4.996619994693187
1
<0.1%
4.94596736320025
1
<0.1%
4.9433355526813365
1
<0.1%
4.92816006767091
1
<0.1%
4.90497628606628
1
<0.1%
4.894550815075454
1
<0.1%
4.877637092633392
1
<0.1%
4.8755026201047595
1
<0.1%
4.87336358185601
1
<0.1%
4.8647613782733465
1
<0.1%
4.846983838044129
1
<0.1%
4.825108606353353
1
<0.1%
ca
MISSING:
8,022
(94%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cai
0.71
mchc
-0.51
alb
0.39
be
0.27
bicar
0.27
bnd
-0.26
crp
-0.21
cl
-0.21
o2sat
0.20
plt
0.19
hr1
-0.19
ph
0.19
pco2
0.19
ptt
-0.18
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.07
sex
0.01
MOST FREQUENT VALUES
8.17632
17
3.1%
7.69536
16
2.9%
8.05608
16
2.9%
8.2164
14
2.5%
8.737440000000001
13
2.3%
8.376719999999999
13
2.3%
8.49696
13
2.3%
8.29656
13
2.3%
8.6172
11
2.0%
7.8556799999999996
11
2.0%
7.73544
11
2.0%
7.93584
11
2.0%
8.09616
11
2.0%
7.8156
10
1.8%
8.25648
10
1.8%
SMALLEST VALUES
4.529039999999999
1
0.2%
4.76952
2
0.4%
4.94988
1
0.2%
5.13024
1
0.2%
5.17032
1
0.2%
5.75148
1
0.2%
5.77152
1
0.2%
5.851679999999999
1
0.2%
5.89176
1
0.2%
5.93184
1
0.2%
5.97192
1
0.2%
6.05208
1
0.2%
6.13224
2
0.4%
6.15228
1
0.2%
6.17232
1
0.2%
LARGEST VALUES
12.78552
1
0.2%
11.983920000000001
1
0.2%
11.94384
1
0.2%
11.4228
1
0.2%
11.342640000000001
1
0.2%
11.14224
1
0.2%
10.78152
1
0.2%
10.6212
1
0.2%
10.100159999999999
1
0.2%
10.02
2
0.4%
9.93984
1
0.2%
9.89976
1
0.2%
9.83964
1
0.2%
9.8196
1
0.2%
9.69936
2
0.4%
cai
MISSING:
782
(9%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ca
0.71
na
0.19
pco2
0.13
cl
0.13
tnt
0.13
k
0.12
inr_pt
-0.10
fgn
-0.09
ast
-0.09
alt
-0.09
glu
0.08
resp
-0.08
o2sat
0.08
ckmb
0.07
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.08
sex
0.03
MOST FREQUENT VALUES
1.16
165
2.1%
1.17
161
2.1%
1.14
145
1.9%
1.15
138
1.8%
1.18
137
1.8%
1.19
111
1.4%
1.13
109
1.4%
1.2
102
1.3%
1.12
87
1.1%
1.21
80
1.0%
1.11
78
1.0%
1.145
67
0.9%
1.1
66
0.8%
1.08
61
0.8%
1.125
58
0.7%
SMALLEST VALUES
0.58125
1
<0.1%
0.6333333333333333
1
<0.1%
0.7766666666666667
1
<0.1%
0.78
1
<0.1%
0.79375
1
<0.1%
0.8071428571428572
1
<0.1%
0.8150000000000001
1
<0.1%
0.82
1
<0.1%
0.8242857142857142
1
<0.1%
0.83
1
<0.1%
0.83625
1
<0.1%
0.8442857142857143
1
<0.1%
0.8481818181818181
1
<0.1%
0.8533333333333334
2
<0.1%
0.8546428571428571
1
<0.1%
LARGEST VALUES
1.99
1
<0.1%
1.855
1
<0.1%
1.82
1
<0.1%
1.80375
1
<0.1%
1.745
1
<0.1%
1.7366666666666666
1
<0.1%
1.65
1
<0.1%
1.6169999999999998
1
<0.1%
1.5857142857142856
1
<0.1%
1.5827272727272728
1
<0.1%
1.580909090909091
1
<0.1%
1.570909090909091
1
<0.1%
1.558
1
<0.1%
1.5566666666666666
1
<0.1%
1.556
1
<0.1%
ck
MISSING:
3,781
(44%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ckmb
0.80
ast
0.56
tnt
0.40
alp
-0.39
alt
0.38
lact
0.29
fgn
-0.23
resp
-0.23
bicar
-0.19
be
-0.19
age
-0.19
plt
-0.18
bnd
0.17
bili_dir
-0.15
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.11
inf_replaced
0.05
MOST FREQUENT VALUES
3.58351893845611
22
0.5%
4.174387269895637
17
0.4%
3.970291913552122
17
0.4%
3.784189633918261
16
0.3%
2.772588722239781
15
0.3%
3.6375861597263857
14
0.3%
3.6888794541139363
14
0.3%
3.1780538303479458
14
0.3%
3.4965075614664802
14
0.3%
3.258096538021482
13
0.3%
3.828641396489095
13
0.3%
3.6635616461296463
13
0.3%
3.1354942159291497
13
0.3%
2.4849066497880004
13
0.3%
4.48863636973214
13
0.3%
SMALLEST VALUES
1.9459101490553132
2
<0.1%
2.0715673631957663
1
<0.1%
2.0794415416798357
4
<0.1%
2.1972245773362196
3
<0.1%
2.2499048351651325
1
<0.1%
2.302585092994046
5
0.1%
2.381086967398878
1
<0.1%
2.3978952727983707
8
0.2%
2.470821211304652
1
<0.1%
2.4849066497880004
13
0.3%
2.5152189606962176
1
<0.1%
2.5184763012068148
2
<0.1%
2.5649493574615367
9
0.2%
2.581667601171947
1
<0.1%
2.598685991438708
1
<0.1%
LARGEST VALUES
12.65790915785059
1
<0.1%
11.838562828757333
1
<0.1%
11.765367306785532
1
<0.1%
11.670463465728407
1
<0.1%
11.284057502143769
1
<0.1%
11.174946093191174
1
<0.1%
10.999353663858187
1
<0.1%
10.981854335846473
1
<0.1%
10.941825098888952
1
<0.1%
10.857687479472055
1
<0.1%
10.845810187623917
1
<0.1%
10.826657487933039
1
<0.1%
10.76010371663484
1
<0.1%
10.735994529982484
1
<0.1%
10.724516843157575
1
<0.1%
ckmb
MISSING:
4,631
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ck
0.80
tnt
0.69
ast
0.54
lact
0.38
alp
-0.36
alt
0.34
resp
-0.32
be
-0.31
bicar
-0.30
sbp
-0.27
mchc
-0.25
fgn
-0.24
crp
-0.22
ptt
0.22
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.10
inf_replaced
0.01
MOST FREQUENT VALUES
0.6931471805599453
33
0.8%
0.8329091229351039
32
0.8%
0.6418538861723947
32
0.8%
1.0647107369924282
28
0.7%
1.252762968495368
28
0.7%
1.33500106673234
27
0.7%
1.1631508098056809
27
0.7%
0.9162907318741551
27
0.7%
1.2237754316221157
27
0.7%
1.0296194171811581
26
0.7%
0.9555114450274363
26
0.7%
0.7419373447293773
26
0.7%
1.4350845252893227
25
0.6%
0.8754687373538999
25
0.6%
0.7884573603642703
23
0.6%
SMALLEST VALUES
-0.916290731874155
1
<0.1%
-0.7135581778200728
1
<0.1%
-0.6931471805599453
3
<0.1%
-0.5108256237659907
8
0.2%
-0.39925384810888576
1
<0.1%
-0.35667494393873245
7
0.2%
-0.2231435513142097
10
0.3%
-0.16425203348601808
2
<0.1%
-0.11157177565710485
2
<0.1%
-0.10536051565782628
13
0.3%
-0.07438118377140324
1
<0.1%
-0.02041099726012756
1
<0.1%
-0.010101353658759776
1
<0.1%
-0.0033501119511671154
1
<0.1%
0.0
16
0.4%
LARGEST VALUES
7.668389075066925
1
<0.1%
7.310755115398532
1
<0.1%
7.167538056600862
1
<0.1%
7.1298648018181385
1
<0.1%
7.10986416743382
1
<0.1%
7.078019961404624
1
<0.1%
6.990945628852934
1
<0.1%
6.874953384978298
1
<0.1%
6.856714995361584
1
<0.1%
6.829864680047845
1
<0.1%
6.819251880390734
1
<0.1%
6.81910853497447
1
<0.1%
6.814713499931315
1
<0.1%
6.802172516407071
1
<0.1%
6.76681889605067
1
<0.1%
cl
MISSING:
879
(10%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
na
0.66
bicar
-0.38
be
-0.37
pco2
-0.26
alb
-0.21
ca
-0.21
ph
-0.16
mchc
0.16
ckmb
0.14
cai
0.13
bnd
0.13
po2
0.12
ck
0.11
alp
-0.11
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.09
sex
0.02
MOST FREQUENT VALUES
109.0
207
2.7%
110.0
196
2.5%
107.0
180
2.3%
108.0
172
2.2%
106.0
157
2.0%
105.0
135
1.8%
111.0
126
1.6%
112.0
120
1.6%
104.0
111
1.4%
113.0
94
1.2%
107.5
90
1.2%
109.5
90
1.2%
110.5
86
1.1%
108.5
79
1.0%
114.0
74
1.0%
SMALLEST VALUES
81.0
2
<0.1%
81.25
1
<0.1%
81.33333333333333
1
<0.1%
81.5
1
<0.1%
82.1
1
<0.1%
82.85714285714286
1
<0.1%
83.66666666666667
2
<0.1%
83.85714285714286
1
<0.1%
84.0
2
<0.1%
84.11111111111111
1
<0.1%
84.6
2
<0.1%
84.66666666666667
1
<0.1%
85.25
1
<0.1%
85.5
1
<0.1%
85.65
1
<0.1%
LARGEST VALUES
130.0
1
<0.1%
129.33333333333334
1
<0.1%
128.66666666666666
1
<0.1%
128.33333333333334
1
<0.1%
128.28571428571428
1
<0.1%
128.0
1
<0.1%
127.4
1
<0.1%
127.0
1
<0.1%
126.3
1
<0.1%
125.7
1
<0.1%
125.375
1
<0.1%
125.14285714285714
1
<0.1%
125.0
1
<0.1%
124.6
1
<0.1%
124.5
2
<0.1%
crea
MISSING:
856
(10%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bun
0.76
phos
0.49
k
0.47
be
-0.38
map
-0.37
bicar
-0.36
dbp
-0.33
mg
0.32
ph
-0.32
ptt
0.31
sbp
-0.31
bili_dir
0.29
inr_pt
0.29
lact
0.27
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.21
inf_replaced
0.11
MOST FREQUENT VALUES
-0.32300808646824836
104
1.3%
-0.3710173056546089
102
1.3%
-0.3547567847828286
99
1.3%
-0.40435372592220065
96
1.2%
-0.20522505081186485
95
1.2%
-0.38754660760581944
94
1.2%
-0.3075038999322831
93
1.2%
-0.23339592777856114
89
1.2%
-0.49290712326364583
88
1.1%
-0.26238346465181356
85
1.1%
-0.4214481592815009
82
1.1%
-0.3387564434363875
82
1.1%
-0.5306474512464928
81
1.0%
-0.2771985504369542
80
1.0%
-0.4388399019933701
80
1.0%
SMALLEST VALUES
-2.402449628148084
1
<0.1%
-1.5915194119317555
1
<0.1%
-1.5374521906614798
1
<0.1%
-1.4861588962739292
1
<0.1%
-1.4373687321044972
3
<0.1%
-1.414108724287051
1
<0.1%
-1.3908487164696044
2
<0.1%
-1.3549767640401837
1
<0.1%
-1.3463969538987706
2
<0.1%
-1.326932030714662
1
<0.1%
-1.3038373394799747
3
<0.1%
-1.3003771180576877
1
<0.1%
-1.2630153449597195
2
<0.1%
-1.223794631806438
3
<0.1%
-1.1860543038235911
7
<0.1%
LARGEST VALUES
2.4798785852602663
1
<0.1%
2.4598612757799367
1
<0.1%
2.3760024005382507
1
<0.1%
2.3671751128055374
1
<0.1%
2.341394952527767
1
<0.1%
2.3025658928097235
1
<0.1%
2.299760695979396
1
<0.1%
2.1527421880337654
1
<0.1%
2.1448265794211046
1
<0.1%
2.1084098783687657
1
<0.1%
2.0917889971327255
1
<0.1%
2.0576947857897494
1
<0.1%
2.0475276684343053
1
<0.1%
2.026877967143762
1
<0.1%
2.0245169965084093
1
<0.1%
crp
MISSING:
1,513
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fgn
0.51
alb
-0.42
hr1
0.35
bun
0.32
resp
0.32
po2
-0.30
hgb
-0.30
map
-0.30
o2sat
-0.30
bnd
0.29
dbp
-0.26
temp
0.26
sbp
-0.26
alp
0.25
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.21
sex
0.06
MOST FREQUENT VALUES
1.0986122886681098
140
2.0%
1.791759469228055
121
1.7%
1.6094379124341003
118
1.7%
1.3862943611198906
109
1.5%
2.1972245773362196
108
1.5%
1.9459101490553132
103
1.5%
2.0794415416798357
100
1.4%
2.3978952727983707
86
1.2%
2.302585092994046
80
1.1%
2.5649493574615367
79
1.1%
2.6390573296152584
76
1.1%
2.4849066497880004
75
1.1%
2.995732273553991
74
1.0%
2.70805020110221
64
0.9%
2.833213344056216
63
0.9%
SMALLEST VALUES
1.0986122886681098
140
2.0%
1.2424533248940002
1
<0.1%
1.3862943611198906
109
1.5%
1.4451858789480823
1
<0.1%
1.5222612188617115
2
<0.1%
1.5890269151739727
3
<0.1%
1.6094379124341003
118
1.7%
1.6479184330021646
1
<0.1%
1.666102255087602
1
<0.1%
1.7005986908310775
1
<0.1%
1.700598690831078
2
<0.1%
1.732867951399863
1
<0.1%
1.7776740307447068
2
<0.1%
1.791759469228055
121
1.7%
1.868834809141684
4
<0.1%
LARGEST VALUES
6.459904454377535
1
<0.1%
6.447570760549125
1
<0.1%
6.439350371100098
1
<0.1%
6.428105272684596
1
<0.1%
6.386879319362645
1
<0.1%
6.354370040797351
1
<0.1%
6.342121418721152
1
<0.1%
6.336825731146441
1
<0.1%
6.335054251498059
1
<0.1%
6.327936783729195
1
<0.1%
6.309918278226516
1
<0.1%
6.295060011382137
1
<0.1%
6.289715570908998
1
<0.1%
6.278521424165844
1
<0.1%
6.276989629888525
1
<0.1%
dbp
MISSING:
251
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
map
0.89
sbp
0.67
bun
-0.36
tnt
-0.35
crea
-0.33
ptt
-0.33
age
-0.33
hgb
0.32
alb
0.29
k
-0.29
lact
-0.27
fio2
-0.27
crp
-0.26
inr_pt
-0.22
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.04
sex
0.02
MOST FREQUENT VALUES
55.5
15
0.2%
55.020833333333336
13
0.2%
49.0
13
0.2%
50.1875
11
0.1%
53.291666666666664
11
0.1%
48.958333333333336
11
0.1%
47.666666666666664
11
0.1%
50.4375
10
0.1%
54.666666666666664
10
0.1%
55.583333333333336
10
0.1%
51.9375
10
0.1%
52.625
10
0.1%
60.5
10
0.1%
50.541666666666664
9
0.1%
55.25
9
0.1%
SMALLEST VALUES
0.0
1
<0.1%
12.0
1
<0.1%
17.0
1
<0.1%
21.583333333333332
1
<0.1%
24.681818181818183
1
<0.1%
26.375
1
<0.1%
26.4375
1
<0.1%
26.979166666666668
1
<0.1%
27.729166666666668
1
<0.1%
28.083333333333332
1
<0.1%
28.229166666666668
1
<0.1%
28.4375
1
<0.1%
28.666666666666668
1
<0.1%
28.854166666666668
1
<0.1%
29.130434782608695
1
<0.1%
LARGEST VALUES
125.0
1
<0.1%
123.0
1
<0.1%
112.08333333333333
1
<0.1%
103.95652173913044
1
<0.1%
103.0
1
<0.1%
100.08333333333333
1
<0.1%
98.69565217391305
1
<0.1%
98.41666666666667
1
<0.1%
97.5625
1
<0.1%
97.5
1
<0.1%
97.45833333333333
1
<0.1%
97.23913043478261
1
<0.1%
94.41304347826087
1
<0.1%
94.10416666666667
1
<0.1%
93.42857142857143
1
<0.1%
fgn
MISSING:
6,428
(75%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crp
0.51
plt
0.31
lact
-0.31
mchc
0.25
alp
0.24
o2sat
-0.24
ckmb
-0.24
resp
0.24
ck
-0.23
bili
-0.23
ast
-0.23
bun
0.19
temp
0.18
po2
-0.18
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.07
sex
0.05
MOST FREQUENT VALUES
5.393627546352362
15
0.7%
5.472270673671475
14
0.7%
5.4638318050256105
13
0.6%
5.480638923341991
12
0.6%
5.3706380281276624
11
0.5%
5.356586274672012
11
0.5%
5.442417710521793
11
0.5%
5.537334267018537
10
0.5%
5.342334251964811
10
0.5%
5.365976015021851
9
0.4%
5.4116460518550396
9
0.4%
5.293304824724492
9
0.4%
5.476463551931511
9
0.4%
5.5093883366279774
9
0.4%
5.337538079701318
8
0.4%
SMALLEST VALUES
2.5649493574615367
1
<0.1%
3.445812948526127
1
<0.1%
3.8501476017100584
1
<0.1%
3.9512437185814275
1
<0.1%
4.109663046953045
1
<0.1%
4.189654742026425
1
<0.1%
4.204692619390966
1
<0.1%
4.219507705176107
1
<0.1%
4.242925826135308
1
<0.1%
4.248495242049359
1
<0.1%
4.2507351154755
1
<0.1%
4.2626798770413155
1
<0.1%
4.268105598626
1
<0.1%
4.276666119016055
1
<0.1%
4.282419922441795
1
<0.1%
LARGEST VALUES
7.003065458786462
1
<0.1%
6.923628628138427
1
<0.1%
6.907755278982137
1
<0.1%
6.882437470997847
1
<0.1%
6.833031732786201
1
<0.1%
6.8243736700430855
1
<0.1%
6.784457062637643
1
<0.1%
6.773080375655535
1
<0.1%
6.77078942390898
1
<0.1%
6.761956414663534
1
<0.1%
6.755768921984255
1
<0.1%
6.751101468936761
2
<0.1%
6.749931193788569
1
<0.1%
6.744059186311348
1
<0.1%
6.733401891837359
1
<0.1%
fio2
MISSING:
2,300
(27%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
o2sat
-0.63
po2
-0.49
map
-0.33
sbp
-0.33
resp
0.29
hr1
0.28
bun
0.27
dbp
-0.27
ptt
0.25
lact
0.25
crea
0.25
crp
0.23
ph
-0.21
alb
-0.18
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.11
sex
0.06
MOST FREQUENT VALUES
3.6913763343125234
9
0.1%
4.605170185988092
6
<0.1%
3.69012789421323
4
<0.1%
3.6888794541139363
4
<0.1%
4.097672352314776
3
<0.1%
3.6905440409129944
3
<0.1%
3.9180050771056933
2
<0.1%
4.096841096927969
2
<0.1%
4.09933210373314
2
<0.1%
3.800451229771041
2
<0.1%
3.4028612767084927
2
<0.1%
3.916013042598256
2
<0.1%
3.6930367751874917
2
<0.1%
3.6922024191263656
2
<0.1%
4.096841442420688
2
<0.1%
SMALLEST VALUES
3.1354942159291497
1
<0.1%
3.2188758248682006
1
<0.1%
3.249687953406371
1
<0.1%
3.25518569800503
1
<0.1%
3.288923571356896
1
<0.1%
3.3034331608853633
1
<0.1%
3.3327360094292304
1
<0.1%
3.3384112221466196
1
<0.1%
3.343240858528606
1
<0.1%
3.34786609259681
1
<0.1%
3.3479990981519943
1
<0.1%
3.3557925465103615
1
<0.1%
3.3628647631619653
1
<0.1%
3.3648224214798237
1
<0.1%
3.3896528213980908
1
<0.1%
LARGEST VALUES
4.605170185988092
6
<0.1%
4.603168183317418
1
<0.1%
4.600540957965896
1
<0.1%
4.589552131501223
1
<0.1%
4.588335302563576
1
<0.1%
4.556880095951356
1
<0.1%
4.555902115760263
1
<0.1%
4.5490710735865845
1
<0.1%
4.5468071548033855
1
<0.1%
4.545369636560267
1
<0.1%
4.542464059199658
1
<0.1%
4.53693688037924
1
<0.1%
4.536054423454079
1
<0.1%
4.5353000069775495
1
<0.1%
4.5342769529899485
1
<0.1%
glu
MISSING:
49
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
lact
0.31
tnt
0.31
age
0.21
ckmb
0.19
bun
0.18
hr1
0.17
dbp
-0.17
map
-0.16
k
0.16
fio2
0.15
weight
0.14
hr3
0.14
crea
0.13
mg
0.13
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.03
sex
0.02
MOST FREQUENT VALUES
4.793367778354201
6
<0.1%
4.763062428858871
5
<0.1%
4.5776592055275085
5
<0.1%
5.054583277617818
5
<0.1%
4.7318098853547665
4
<0.1%
5.007515766759832
4
<0.1%
4.808182864139341
4
<0.1%
4.452858366805181
3
<0.1%
4.837170401012593
3
<0.1%
4.640422298153719
3
<0.1%
4.739435986433598
3
<0.1%
4.64332092193903
3
<0.1%
4.558967072515356
3
<0.1%
4.945383985652826
3
<0.1%
4.649118169509653
3
<0.1%
SMALLEST VALUES
4.139175692708482
1
<0.1%
4.227965174486708
1
<0.1%
4.293871331473266
1
<0.1%
4.2949032514117835
1
<0.1%
4.317051638332348
1
<0.1%
4.338179234893605
1
<0.1%
4.339098148954842
1
<0.1%
4.3405441752204394
1
<0.1%
4.344527724317691
1
<0.1%
4.347940163794263
1
<0.1%
4.350255506559636
1
<0.1%
4.35173501286304
1
<0.1%
4.35895404049262
1
<0.1%
4.361410711782031
1
<0.1%
4.365758587900386
1
<0.1%
LARGEST VALUES
6.559510857951479
1
<0.1%
6.240414596855091
1
<0.1%
6.18435502390848
1
<0.1%
6.174336715450993
1
<0.1%
6.1524797515533995
1
<0.1%
6.0937273625968995
1
<0.1%
6.07277626858251
1
<0.1%
6.021024943023768
1
<0.1%
5.9785427721606625
1
<0.1%
5.96367097730807
1
<0.1%
5.960547429824239
1
<0.1%
5.949174249218459
1
<0.1%
5.894022334679109
1
<0.1%
5.875900767383653
1
<0.1%
5.84122709214184
1
<0.1%
hgb
MISSING:
194
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dbp
0.32
crp
-0.30
map
0.30
hr1
-0.25
bun
-0.24
bili_dir
-0.23
lymph
-0.23
alb
0.22
sbp
0.20
hr3
-0.20
crea
-0.19
alp
-0.19
plt
0.18
ckmb
0.18
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.07
inf_replaced
0.01
MOST FREQUENT VALUES
2.415913778301049
21
0.3%
2.451005098112319
20
0.2%
2.5336968139574325
19
0.2%
2.517696472610991
18
0.2%
2.4765384001174837
18
0.2%
2.580216829592325
18
0.2%
2.388762789235098
18
0.2%
2.4595888418037104
18
0.2%
2.424802725718295
18
0.2%
2.3223877202902257
17
0.2%
2.5257286443082556
17
0.2%
2.2617630984737906
17
0.2%
2.509599262378372
17
0.2%
2.4336133554004498
16
0.2%
2.501435951739211
16
0.2%
SMALLEST VALUES
1.6616993551697827
1
<0.1%
1.7273570204742292
1
<0.1%
1.8077509921545805
1
<0.1%
1.8383479903478837
1
<0.1%
1.8419731649776747
1
<0.1%
1.845650322487502
1
<0.1%
1.857496192323957
1
<0.1%
1.864744498467843
1
<0.1%
1.8774147098221574
1
<0.1%
1.880370098141148
1
<0.1%
1.882159989730266
1
<0.1%
1.8931268141404702
1
<0.1%
1.8960378970805267
1
<0.1%
1.8970509157495548
1
<0.1%
1.8997456921589333
1
<0.1%
LARGEST VALUES
2.8810553550910676
1
<0.1%
2.8768551773685376
1
<0.1%
2.8622008809294686
2
<0.1%
2.862135570541758
1
<0.1%
2.8548227606249887
1
<0.1%
2.8533627034324565
1
<0.1%
2.848961904348786
1
<0.1%
2.8465926092291
1
<0.1%
2.846206614545604
1
<0.1%
2.8448417751383497
1
<0.1%
2.8290958816886342
1
<0.1%
2.8290638689997154
1
<0.1%
2.8282051036602742
1
<0.1%
2.827207732463198
1
<0.1%
2.8239617336807448
1
<0.1%
hr1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hr3
0.65
sbp
-0.37
crp
0.35
temp
0.33
lact
0.33
resp
0.32
map
-0.29
fio2
0.28
hgb
-0.25
bnd
0.24
o2sat
-0.24
bun
0.23
alb
-0.22
ptt
0.20
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.15
sex
0.00
MOST FREQUENT VALUES
90.0
21
0.2%
89.0
16
0.2%
81.125
10
0.1%
100.0
9
0.1%
75.64583333333333
9
0.1%
94.5
9
0.1%
87.83333333333333
9
0.1%
78.77083333333333
8
<0.1%
96.6875
8
<0.1%
88.0
8
<0.1%
82.22916666666667
8
<0.1%
73.5
8
<0.1%
91.60416666666667
8
<0.1%
79.875
8
<0.1%
86.3125
8
<0.1%
SMALLEST VALUES
39.354166666666664
1
<0.1%
41.416666666666664
1
<0.1%
42.1875
1
<0.1%
42.666666666666664
1
<0.1%
42.95
1
<0.1%
43.645833333333336
1
<0.1%
43.729166666666664
1
<0.1%
44.020833333333336
1
<0.1%
44.083333333333336
1
<0.1%
44.416666666666664
1
<0.1%
44.520833333333336
1
<0.1%
44.583333333333336
1
<0.1%
44.708333333333336
1
<0.1%
44.75
1
<0.1%
45.041666666666664
1
<0.1%
LARGEST VALUES
159.82608695652175
1
<0.1%
156.33333333333334
1
<0.1%
155.5
1
<0.1%
150.85416666666666
1
<0.1%
147.625
1
<0.1%
144.97916666666666
1
<0.1%
143.97916666666666
1
<0.1%
143.83333333333334
1
<0.1%
143.66666666666666
1
<0.1%
143.54166666666666
1
<0.1%
142.75
1
<0.1%
142.625
1
<0.1%
142.5625
1
<0.1%
141.3125
1
<0.1%
140.14583333333334
1
<0.1%
inr_pt
MISSING:
2,213
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ptt
0.47
bili_dir
0.36
lact
0.30
ast
0.30
bili
0.29
crea
0.29
sbp
-0.28
map
-0.28
bun
0.27
alt
0.27
be
-0.24
dbp
-0.22
bicar
-0.22
plt
-0.19
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.15
sex
0.06
MOST FREQUENT VALUES
0.0
222
3.5%
0.009950330853168092
202
3.2%
0.03922071315328133
199
3.1%
0.01980262729617973
189
3.0%
0.02955880224154443
186
2.9%
0.04879016416943205
167
2.6%
0.058268908123975824
165
2.6%
0.06765864847381486
149
2.3%
0.0769610411361284
142
2.2%
0.09531017980432493
131
2.1%
0.08617769624105241
108
1.7%
0.11332868530700327
91
1.4%
0.10436001532424286
88
1.4%
0.131028262406404
84
1.3%
0.12221763272424911
81
1.3%
SMALLEST VALUES
-2.3025850929940455
1
<0.1%
0.0
222
3.5%
0.004975165426584046
5
<0.1%
0.00746893618210353
1
<0.1%
0.009901313648089865
8
0.1%
0.009950330853168092
202
3.2%
0.014779401120772214
9
0.1%
0.014876479074673911
3
<0.1%
0.019610356576640665
9
0.1%
0.01975456654735626
12
0.2%
0.01980262729617973
189
3.0%
0.024395082084716024
5
<0.1%
0.02458552200322471
5
<0.1%
0.024680714768862078
10
0.2%
0.02611632213699216
1
<0.1%
LARGEST VALUES
1.956860781031864
1
<0.1%
1.955664382249335
1
<0.1%
1.9430550743212787
1
<0.1%
1.7173950539391927
1
<0.1%
1.7083778602890038
1
<0.1%
1.7047480922384253
1
<0.1%
1.6974487897568136
1
<0.1%
1.6777861018179399
1
<0.1%
1.6686598911644588
1
<0.1%
1.6524974018945473
1
<0.1%
1.6134299337036377
1
<0.1%
1.56856383186765
1
<0.1%
1.5665304114228238
1
<0.1%
1.5664782731330764
1
<0.1%
1.551799822211499
1
<0.1%
k
MISSING:
200
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crea
0.47
bun
0.41
phos
0.38
map
-0.34
ph
-0.34
sbp
-0.33
dbp
-0.29
be
-0.27
lact
0.27
ast
0.26
bicar
-0.24
tnt
0.24
alt
0.22
na
-0.19
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.11
inf_replaced
0.05
MOST FREQUENT VALUES
3.9
238
2.8%
4.0
211
2.5%
3.8
209
2.5%
3.7
179
2.1%
3.6
170
2.0%
4.2
155
1.9%
4.3
137
1.6%
3.5
134
1.6%
4.1
127
1.5%
3.75
95
1.1%
4.5
94
1.1%
4.4
83
1.0%
3.4
80
1.0%
4.05
76
0.9%
3.95
70
0.8%
SMALLEST VALUES
2.3833333333333333
1
<0.1%
2.52
1
<0.1%
2.6
1
<0.1%
2.6416666666666666
1
<0.1%
2.7
1
<0.1%
2.7199999999999998
1
<0.1%
2.7214285714285715
1
<0.1%
2.7555555555555555
1
<0.1%
2.757142857142857
1
<0.1%
2.775
2
<0.1%
2.8499999999999996
1
<0.1%
2.8642857142857143
1
<0.1%
2.8666666666666667
1
<0.1%
2.88
2
<0.1%
2.9
3
<0.1%
LARGEST VALUES
7.025
1
<0.1%
6.3999999999999995
1
<0.1%
6.3
1
<0.1%
6.281818181818181
1
<0.1%
6.233333333333333
2
<0.1%
6.184615384615385
1
<0.1%
6.155555555555555
1
<0.1%
6.085714285714286
1
<0.1%
6.0
2
<0.1%
5.9750000000000005
1
<0.1%
5.9375
1
<0.1%
5.933333333333334
1
<0.1%
5.9
1
<0.1%
5.892857142857143
1
<0.1%
5.888888888888889
1
<0.1%
lact
MISSING:
712
(8%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ast
0.49
sbp
-0.44
be
-0.41
map
-0.40
bicar
-0.38
alt
0.38
ckmb
0.38
ptt
0.35
bili
0.35
plt
-0.34
tnt
0.33
hr1
0.33
bnd
0.33
fgn
-0.31
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.08
sex
0.04
MOST FREQUENT VALUES
-0.2231435513142097
82
1.0%
-0.35667494393873245
70
0.9%
-0.5108256237659907
58
0.7%
-0.10536051565782628
55
0.7%
0.0
46
0.6%
0.09531017980432493
46
0.6%
0.1823215567939546
35
0.4%
0.26236426446749106
31
0.4%
0.3364722366212129
26
0.3%
0.04765508990216247
25
0.3%
-0.11157177565710485
22
0.3%
-0.2899092476264711
21
0.3%
-0.05268025782891314
20
0.3%
-0.4337502838523616
20
0.3%
-0.6931471805599453
16
0.2%
SMALLEST VALUES
-1.0121847560247488
1
<0.1%
-0.9857505843286423
1
<0.1%
-0.916290731874155
5
<0.1%
-0.8868449729600592
1
<0.1%
-0.874811693004941
1
<0.1%
-0.8634223884819422
2
<0.1%
-0.8481054144800364
1
<0.1%
-0.8298775700448611
1
<0.1%
-0.827033311348471
1
<0.1%
-0.814924454847114
1
<0.1%
-0.7824046010856291
1
<0.1%
-0.7811356958381003
1
<0.1%
-0.7803238741323343
1
<0.1%
-0.7675283643313485
4
<0.1%
-0.7489330683884977
2
<0.1%
LARGEST VALUES
2.962808064983749
1
<0.1%
2.9302267023121407
1
<0.1%
2.916331074659606
1
<0.1%
2.89845593036593
1
<0.1%
2.8903717578961645
1
<0.1%
2.8520939194455193
1
<0.1%
2.848439170864733
1
<0.1%
2.8267364426045716
1
<0.1%
2.8229959677194723
1
<0.1%
2.8170407304881304
1
<0.1%
2.808931997671458
1
<0.1%
2.742473666155568
1
<0.1%
2.7215895454705135
1
<0.1%
2.718577589289425
1
<0.1%
2.6586639735179713
1
<0.1%
lymph
MISSING:
7,610
(89%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mchc
0.38
alp
0.28
hgb
-0.23
bili_dir
0.22
resp
0.19
hr1
0.18
ptt
0.16
crp
0.16
ck
-0.14
hr3
0.14
bun
0.14
bili
0.14
temp
0.13
phos
0.12
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.11
sex
0.02
MOST FREQUENT VALUES
-0.6931471805599453
17
1.8%
-0.7576857016975165
9
0.9%
-1.7404661748405046
9
0.9%
-0.6418538861723948
9
0.9%
-0.916290731874155
8
0.8%
-0.6592456288842639
8
0.8%
-0.7884573603642702
8
0.8%
-2.128231705849268
7
0.7%
-1.6094379124341003
7
0.7%
-1.252762968495368
7
0.7%
-0.6678293725756553
7
0.7%
-0.7419373447293773
7
0.7%
-1.308332819650179
7
0.7%
-1.4816045409242156
6
0.6%
-0.5500463369192721
6
0.6%
SMALLEST VALUES
-2.8154087194227095
1
0.1%
-2.747270914255491
1
0.1%
-2.7013612129514133
1
0.1%
-2.6946271807700697
1
0.1%
-2.6602595372658615
1
0.1%
-2.635318898720647
1
0.1%
-2.624668592163159
1
0.1%
-2.617395832834079
1
0.1%
-2.5416019934645457
1
0.1%
-2.5257286443082556
2
0.2%
-2.509599262378372
1
0.1%
-2.4765384001174837
1
0.1%
-2.468099531471619
2
0.2%
-2.4656878065553123
1
0.1%
-2.451005098112319
1
0.1%
LARGEST VALUES
1.8716154529723774
1
0.1%
1.8101086078962514
1
0.1%
1.1130010261202095
1
0.1%
1.0753554265038425
1
0.1%
0.9162907318741552
1
0.1%
0.91220074662263
1
0.1%
0.9032186503068024
1
0.1%
0.8927602344639609
1
0.1%
0.702716631576096
1
0.1%
0.7000676234045189
1
0.1%
0.6931471805599453
2
0.2%
0.6871947820326499
1
0.1%
0.6814511407967542
1
0.1%
0.6092656965792433
1
0.1%
0.5714502455824256
1
0.1%
map
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dbp
0.89
sbp
0.89
tnt
-0.41
lact
-0.40
ptt
-0.39
bun
-0.38
crea
-0.37
k
-0.34
fio2
-0.33
alb
0.31
hgb
0.30
crp
-0.30
bnd
-0.29
hr1
-0.29
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.14
sex
0.10
MOST FREQUENT VALUES
61.5
11
0.1%
61.041666666666664
10
0.1%
63.5
10
0.1%
61.625
10
0.1%
63.895833333333336
10
0.1%
69.875
10
0.1%
82.33333333333333
10
0.1%
65.10416666666667
10
0.1%
69.85416666666667
10
0.1%
70.375
9
0.1%
72.27083333333333
9
0.1%
79.20833333333333
9
0.1%
77.45833333333333
9
0.1%
63.625
9
0.1%
63.229166666666664
9
0.1%
SMALLEST VALUES
39.541666666666664
1
<0.1%
43.4375
1
<0.1%
44.55263157894737
1
<0.1%
45.291666666666664
1
<0.1%
45.3125
1
<0.1%
45.395833333333336
1
<0.1%
45.625
1
<0.1%
45.854166666666664
1
<0.1%
47.041666666666664
1
<0.1%
47.229166666666664
1
<0.1%
47.416666666666664
1
<0.1%
47.5
1
<0.1%
47.75
1
<0.1%
48.208333333333336
1
<0.1%
48.729166666666664
1
<0.1%
LARGEST VALUES
133.0909090909091
1
<0.1%
130.08333333333334
1
<0.1%
128.95833333333334
1
<0.1%
125.9375
1
<0.1%
125.75
1
<0.1%
124.54166666666667
1
<0.1%
124.20833333333333
1
<0.1%
123.54166666666667
1
<0.1%
123.3125
1
<0.1%
122.89583333333333
1
<0.1%
122.6304347826087
1
<0.1%
122.32608695652173
1
<0.1%
122.0
1
<0.1%
121.14583333333333
1
<0.1%
121.08695652173913
1
<0.1%
mch
MISSING:
451
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcv
0.90
mchc
0.28
bili
0.16
plt
-0.15
bili_dir
0.14
hgb
0.11
height
0.08
neut
-0.07
wbc
-0.06
hr3
-0.06
na
-0.05
bun
-0.05
pco2
-0.05
ast
0.05
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.09
sex
0.04
MOST FREQUENT VALUES
30.0
1,368
16.8%
31.0
1,289
15.9%
32.0
1,125
13.8%
29.0
613
7.5%
33.0
468
5.8%
28.0
373
4.6%
30.5
314
3.9%
34.0
299
3.7%
31.5
235
2.9%
29.5
198
2.4%
32.5
151
1.9%
27.0
141
1.7%
35.0
109
1.3%
26.0
104
1.3%
28.5
94
1.2%
SMALLEST VALUES
18.0
1
<0.1%
18.5
1
<0.1%
19.0
2
<0.1%
20.0
9
0.1%
20.5
2
<0.1%
21.0
13
0.2%
21.5
2
<0.1%
22.0
16
0.2%
22.5
1
<0.1%
22.666666666666668
1
<0.1%
22.75
1
<0.1%
23.0
17
0.2%
23.5
3
<0.1%
24.0
27
0.3%
24.333333333333332
1
<0.1%
LARGEST VALUES
44.5
1
<0.1%
44.0
1
<0.1%
42.0
3
<0.1%
41.0
2
<0.1%
40.5
1
<0.1%
40.0
6
<0.1%
39.666666666666664
1
<0.1%
39.0
7
<0.1%
38.5
2
<0.1%
38.0
13
0.2%
37.666666666666664
1
<0.1%
37.5
5
<0.1%
37.333333333333336
1
<0.1%
37.0
26
0.3%
36.75
1
<0.1%
mchc
MISSING:
8,404
(98%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bili_dir
-0.55
ca
-0.51
lymph
0.38
mch
0.28
ckmb
-0.25
fgn
0.25
bnd
0.24
tnt
-0.23
bili
-0.22
mcv
0.18
age
0.18
ast
-0.16
cl
0.16
alb
0.15
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.04
sex
0.00
MOST FREQUENT VALUES
49.9534
22
12.7%
49.79226
20
11.6%
49.63112
17
9.8%
49.308840000000004
15
8.7%
49.1477
11
6.4%
49.46998
9
5.2%
48.986560000000004
9
5.2%
48.664280000000005
7
4.0%
48.50314
7
4.0%
48.18086
6
3.5%
48.342
5
2.9%
48.82542
4
2.3%
47.85858
4
2.3%
47.69744
4
2.3%
47.536300000000004
3
1.7%
SMALLEST VALUES
43.185520000000004
1
0.6%
43.99122
1
0.6%
45.1192
1
0.6%
46.086040000000004
2
1.2%
46.40832
2
1.2%
46.67688666666667
1
0.6%
46.7306
2
1.2%
46.97231
1
0.6%
46.97231000000001
1
0.6%
47.05288
1
0.6%
47.214020000000005
1
0.6%
47.37516
2
1.2%
47.45573
1
0.6%
47.536300000000004
3
1.7%
47.69744
4
2.3%
LARGEST VALUES
49.9534
22
12.7%
49.79226
20
11.6%
49.711690000000004
1
0.6%
49.63112
17
9.8%
49.46998000000001
1
0.6%
49.46998
9
5.2%
49.38941
2
1.2%
49.308840000000004
15
8.7%
49.25512666666666
1
0.6%
49.22827
2
1.2%
49.1477
11
6.4%
48.986560000000004
9
5.2%
48.82542
4
2.3%
48.664280000000005
7
4.0%
48.583709999999996
1
0.6%
mcv
MISSING:
447
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mch
0.90
mchc
0.18
hgb
0.11
age
0.09
bili_dir
0.09
po2
-0.09
bili
0.07
o2sat
-0.07
height
0.06
tnt
-0.06
ph
-0.06
ptt
0.06
ck
-0.05
pco2
0.05
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.09
sex
0.04
MOST FREQUENT VALUES
90.0
536
6.6%
92.0
489
6.0%
89.0
457
5.6%
91.0
441
5.4%
94.0
389
4.8%
88.0
380
4.7%
93.0
375
4.6%
87.0
311
3.8%
95.0
286
3.5%
86.0
267
3.3%
96.0
264
3.2%
85.0
196
2.4%
97.0
183
2.3%
98.0
169
2.1%
84.0
149
1.8%
SMALLEST VALUES
59.5
1
<0.1%
60.0
1
<0.1%
62.0
1
<0.1%
62.25
1
<0.1%
63.0
4
<0.1%
64.0
3
<0.1%
64.33333333333333
1
<0.1%
65.0
3
<0.1%
65.5
1
<0.1%
66.0
9
0.1%
67.0
1
<0.1%
67.5
1
<0.1%
68.0
3
<0.1%
69.0
2
<0.1%
69.25
1
<0.1%
LARGEST VALUES
126.0
3
<0.1%
125.5
1
<0.1%
120.0
1
<0.1%
119.0
1
<0.1%
118.5
1
<0.1%
117.0
3
<0.1%
116.33333333333333
1
<0.1%
116.0
1
<0.1%
115.66666666666667
1
<0.1%
115.0
6
<0.1%
114.33333333333333
1
<0.1%
114.0
2
<0.1%
113.5
1
<0.1%
113.0
2
<0.1%
112.5
1
<0.1%
methb
MISSING:
1,036
(12%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bnd
0.11
fgn
-0.10
lact
0.09
ck
0.09
crea
0.09
mchc
0.08
ast
0.08
bicar
-0.08
ckmb
0.06
tnt
0.06
ca
0.06
be
-0.06
k
0.06
phos
0.05
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.03
sex
0.00
MOST FREQUENT VALUES
0.0
72
1.0%
-0.2231435513142097
69
0.9%
-0.35667494393873245
67
0.9%
-0.10536051565782628
67
0.9%
-0.5108256237659907
58
0.8%
0.09531017980432493
58
0.8%
-0.6931471805599453
42
0.6%
0.1823215567939546
37
0.5%
-0.916290731874155
37
0.5%
-0.164252033486018
32
0.4%
0.26236426446749106
32
0.4%
-0.4337502838523616
31
0.4%
0.04765508990216247
26
0.3%
-0.601986402162968
25
0.3%
-0.8047189562170501
22
0.3%
SMALLEST VALUES
-2.3025850929940455
2
<0.1%
-1.9560115027140728
4
<0.1%
-1.9363809967713423
1
<0.1%
-1.753278948659991
2
<0.1%
-1.6669743269244564
2
<0.1%
-1.6094379124341003
8
0.1%
-1.5505463946059086
1
<0.1%
-1.5196366753737611
1
<0.1%
-1.5126666519209853
1
<0.1%
-1.5047882836811908
1
<0.1%
-1.4978661367769954
1
<0.1%
-1.4975147548470158
1
<0.1%
-1.4472518691908345
1
<0.1%
-1.436151117294114
1
<0.1%
-1.412103344405221
1
<0.1%
LARGEST VALUES
1.5005286232438404
1
<0.1%
1.4069647138030137
1
<0.1%
1.3216669431912593
1
<0.1%
1.2403397384068313
1
<0.1%
1.2012756325874292
1
<0.1%
1.1920257218453834
1
<0.1%
1.112799814459103
1
<0.1%
1.084863276778705
1
<0.1%
1.0448464639255224
1
<0.1%
1.0300008927388222
1
<0.1%
1.0020591852995613
1
<0.1%
0.9971231271067922
1
<0.1%
0.982948441103674
1
<0.1%
0.9727669592883308
1
<0.1%
0.9634604472098489
1
<0.1%
mg
MISSING:
2,618
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bun
0.40
crea
0.32
tnt
0.27
ptt
0.19
k
0.18
map
-0.17
alp
0.17
phos
0.16
fio2
0.15
sbp
-0.15
o2sat
-0.15
dbp
-0.14
ast
0.13
alt
0.13
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.13
sex
0.03
MOST FREQUENT VALUES
1.92049
159
2.7%
1.8718700000000001
155
2.6%
1.72601
141
2.4%
1.79894
135
2.3%
1.8961800000000002
130
2.2%
1.99342
125
2.1%
1.7503199999999999
124
2.1%
1.7017
119
2.0%
1.77463
119
2.0%
2.04204
118
2.0%
1.9448
118
2.0%
1.67739
109
1.8%
1.9691100000000001
109
1.8%
1.84756
108
1.8%
1.65308
107
1.8%
SMALLEST VALUES
0.53482
1
<0.1%
0.65637
1
<0.1%
0.6806800000000001
1
<0.1%
0.7293
2
<0.1%
0.85085
1
<0.1%
0.8751599999999999
1
<0.1%
0.92378
2
<0.1%
0.9480900000000001
1
<0.1%
0.9724
3
<0.1%
0.99671
2
<0.1%
1.02102
3
<0.1%
1.04533
1
<0.1%
1.06964
4
<0.1%
1.09395
8
0.1%
1.106105
1
<0.1%
LARGEST VALUES
4.78907
1
<0.1%
4.76476
1
<0.1%
4.74045
1
<0.1%
4.6918299999999995
1
<0.1%
4.6189
1
<0.1%
4.57028
1
<0.1%
4.521660000000001
2
<0.1%
4.47304
1
<0.1%
4.35149
1
<0.1%
4.339335
1
<0.1%
4.25425
1
<0.1%
4.120545
1
<0.1%
4.10839
1
<0.1%
4.03546
1
<0.1%
4.01115
4
<0.1%
na
MISSING:
201
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cl
0.66
cai
0.19
k
-0.19
ptt
-0.15
bicar
0.15
be
0.14
inr_pt
-0.13
ca
0.13
pco2
0.12
mchc
0.12
map
0.12
sbp
0.11
dbp
0.11
mg
0.09
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.05
sex
0.00
MOST FREQUENT VALUES
139.0
283
3.4%
137.0
262
3.1%
138.0
253
3.0%
140.0
213
2.5%
136.0
205
2.4%
141.0
194
2.3%
135.0
169
2.0%
138.5
134
1.6%
142.0
124
1.5%
134.0
108
1.3%
135.5
106
1.3%
137.5
104
1.2%
136.5
97
1.2%
133.0
93
1.1%
139.5
88
1.1%
SMALLEST VALUES
111.0
1
<0.1%
111.76923076923077
1
<0.1%
112.7
1
<0.1%
112.8
1
<0.1%
113.125
1
<0.1%
113.16666666666667
1
<0.1%
113.45454545454545
1
<0.1%
113.5
1
<0.1%
114.0
1
<0.1%
114.0909090909091
1
<0.1%
114.57142857142857
1
<0.1%
114.64285714285714
1
<0.1%
115.0
1
<0.1%
115.41666666666667
1
<0.1%
115.75
1
<0.1%
LARGEST VALUES
165.0
1
<0.1%
164.66666666666666
1
<0.1%
160.2
1
<0.1%
159.53846153846155
1
<0.1%
158.77777777777777
1
<0.1%
157.0
1
<0.1%
156.9090909090909
1
<0.1%
156.75
1
<0.1%
156.3846153846154
1
<0.1%
156.22222222222223
1
<0.1%
155.75
1
<0.1%
155.7
1
<0.1%
155.66666666666666
1
<0.1%
155.0
1
<0.1%
154.8181818181818
1
<0.1%
neut
MISSING:
5,303
(62%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wbc
0.88
plt
0.38
hgb
0.13
alp
0.12
k
0.12
mchc
-0.12
glu
0.11
tnt
0.10
urine
-0.09
mg
0.08
lymph
-0.08
alb
-0.08
weight
0.07
bun
0.07
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.52
sex
0.02
MOST FREQUENT VALUES
1.814824742159051
7
0.2%
2.2731562823032334
7
0.2%
2.064327903869788
7
0.2%
2.3589654264301534
6
0.2%
2.1412419425852827
6
0.2%
2.1400661634962708
6
0.2%
2.0241930674493576
6
0.2%
1.7404661748405046
6
0.2%
2.2417729535972883
6
0.2%
2.298577071596507
6
0.2%
1.8578592709325787
6
0.2%
2.2300144001592104
6
0.2%
2.3933394562625097
6
0.2%
2.1598687907924505
6
0.2%
2.6762154775821916
6
0.2%
SMALLEST VALUES
-4.605170185988091
2
<0.1%
-3.912023005428146
1
<0.1%
-2.8134107167600364
1
<0.1%
-2.2072749131897207
1
<0.1%
-2.043188196286462
1
<0.1%
-1.745427325209528
1
<0.1%
-1.6094379124341003
1
<0.1%
-1.5874294697257132
1
<0.1%
-1.4909146841924998
1
<0.1%
-1.4696759700589417
1
<0.1%
-1.4271163556401458
1
<0.1%
-1.0357366860153294
1
<0.1%
-1.0216512475319814
2
<0.1%
-0.941608539858445
1
<0.1%
-0.8915981192837836
1
<0.1%
LARGEST VALUES
4.585579536223087
1
<0.1%
4.4343818650078095
1
<0.1%
4.312274546483423
1
<0.1%
4.154969184038536
1
<0.1%
4.153399325003416
1
<0.1%
4.134045929073653
1
<0.1%
4.109068957620483
1
<0.1%
4.038126882223872
1
<0.1%
3.8621664039783745
1
<0.1%
3.7067193722422673
1
<0.1%
3.695358420211645
1
<0.1%
3.6584202466292277
1
<0.1%
3.6462328793924637
1
<0.1%
3.6019589820832345
1
<0.1%
3.5988653348840316
1
<0.1%
o2sat
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
po2
0.64
fio2
-0.63
resp
-0.37
crp
-0.30
bun
-0.28
hr1
-0.24
fgn
-0.24
pco2
-0.22
crea
-0.21
ca
0.20
age
-0.19
map
0.19
sbp
0.18
alb
0.18
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.15
sex
0.07
MOST FREQUENT VALUES
4.605170185988092
178
2.1%
4.604751421994195
38
0.4%
4.6043326580003
23
0.3%
4.603913894006404
14
0.2%
4.603909642522633
13
0.2%
4.603495130012508
13
0.2%
4.602657602024716
10
0.1%
4.6047332148640265
10
0.1%
4.602234586547049
10
0.1%
4.60307211453484
10
0.1%
4.603490878528737
8
<0.1%
4.601392807075485
7
<0.1%
4.603859272615896
7
<0.1%
4.604328406516529
7
<0.1%
4.600978294565361
6
<0.1%
SMALLEST VALUES
4.269225401256812
1
<0.1%
4.329141105029822
1
<0.1%
4.3416733875218165
1
<0.1%
4.350079218260752
1
<0.1%
4.397406995464062
1
<0.1%
4.404437928606375
1
<0.1%
4.413326148802434
1
<0.1%
4.417512842438504
1
<0.1%
4.422788265305282
1
<0.1%
4.427661763532739
1
<0.1%
4.428095865867639
1
<0.1%
4.430210706054038
1
<0.1%
4.435124454267928
1
<0.1%
4.43936783938629
1
<0.1%
4.441202326140152
1
<0.1%
LARGEST VALUES
4.605170185988092
178
2.1%
4.604961330078777
1
<0.1%
4.604952249387068
1
<0.1%
4.604875330586706
1
<0.1%
4.604851343056537
1
<0.1%
4.604751421994195
38
0.4%
4.6047332148640265
10
0.1%
4.604713352540205
5
<0.1%
4.6046929153459155
1
<0.1%
4.604691598566497
4
<0.1%
4.6046676691954165
4
<0.1%
4.60464122094317
1
<0.1%
4.6046118339962305
3
<0.1%
4.604578989761415
1
<0.1%
4.6045425660848815
4
<0.1%
pco2
MISSING:
1,372
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bicar
0.61
be
0.55
lact
-0.29
cl
-0.26
ph
-0.25
o2sat
-0.22
po2
-0.20
bili
-0.19
ca
0.19
tnt
-0.18
plt
0.18
bili_dir
-0.18
ptt
-0.17
ast
-0.15
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.10
sex
0.05
MOST FREQUENT VALUES
3.5263605246161616
18
0.2%
3.6635616461296463
14
0.2%
3.6375861597263857
12
0.2%
3.5408542930527878
12
0.2%
3.58351893845611
12
0.2%
3.4657359027997265
11
0.2%
3.5553480614894135
10
0.1%
3.6888794541139363
10
0.1%
3.4011973816621555
10
0.1%
3.6109179126442243
9
0.1%
3.4965075614664802
8
0.1%
3.7376696182833684
6
<0.1%
3.258096538021482
6
<0.1%
3.583132987066819
6
<0.1%
3.4339872044851463
5
<0.1%
SMALLEST VALUES
2.5286903694319474
1
<0.1%
2.7101654541388838
1
<0.1%
2.7113326699648286
1
<0.1%
2.746898788750339
1
<0.1%
2.7541361073310986
1
<0.1%
2.806496078047983
1
<0.1%
2.828567508108289
1
<0.1%
2.834442343377677
1
<0.1%
2.858526764501992
1
<0.1%
2.8766262242918264
1
<0.1%
2.878475242252852
1
<0.1%
2.886473796396309
1
<0.1%
2.8998765304399736
1
<0.1%
2.9216738356471494
1
<0.1%
2.9432450314291154
1
<0.1%
LARGEST VALUES
4.507659564855132
1
<0.1%
4.4858981319675815
1
<0.1%
4.480322399461641
1
<0.1%
4.425177072455111
1
<0.1%
4.3983899352775975
1
<0.1%
4.39591903798972
1
<0.1%
4.369728013541215
1
<0.1%
4.359838623520142
1
<0.1%
4.3368141401278235
1
<0.1%
4.326648137204289
1
<0.1%
4.323377911657712
1
<0.1%
4.321316198475691
1
<0.1%
4.312590107363134
1
<0.1%
4.302905251090739
1
<0.1%
4.3005002856214265
1
<0.1%
ph
MISSING:
1,355
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
be
0.66
bicar
0.57
k
-0.34
crea
-0.32
phos
-0.32
ptt
-0.26
sbp
0.25
pco2
-0.25
map
0.25
bun
-0.24
lact
-0.22
ast
-0.22
fio2
-0.21
temp
0.21
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.10
sex
0.04
MOST FREQUENT VALUES
2.0052566434904593
6
<0.1%
2.0032352156745827
6
<0.1%
2.0012096934102623
5
<0.1%
2.010359380492392
5
<0.1%
2.0047179954838996
4
<0.1%
2.003774662754421
4
<0.1%
2.008482452739342
4
<0.1%
2.001750233963964
4
<0.1%
2.0076769754505253
4
<0.1%
1.9998570623369936
4
<0.1%
2.0059295457431565
4
<0.1%
2.009287281756629
4
<0.1%
2.0095554142156695
4
<0.1%
1.998773638612381
4
<0.1%
2.0082140323914683
3
<0.1%
SMALLEST VALUES
1.9560756137236004
1
<0.1%
1.959871564221642
1
<0.1%
1.9643597809201665
1
<0.1%
1.9658208814184883
1
<0.1%
1.966140818152215
1
<0.1%
1.9664093454442197
1
<0.1%
1.9665649491712518
1
<0.1%
1.966881201874223
1
<0.1%
1.9672786451885138
1
<0.1%
1.968096735641015
1
<0.1%
1.970478808489929
1
<0.1%
1.9706027616456847
1
<0.1%
1.9706193281888211
1
<0.1%
1.9709915938366958
1
<0.1%
1.9722052069679477
1
<0.1%
LARGEST VALUES
2.030024914906364
1
<0.1%
2.029039401106422
1
<0.1%
2.027423518713339
1
<0.1%
2.0258449108105037
1
<0.1%
2.0251829620369453
1
<0.1%
2.024985355883777
1
<0.1%
2.0241965483233346
1
<0.1%
2.0238719602277824
1
<0.1%
2.0238551723715217
1
<0.1%
2.023507919538995
1
<0.1%
2.0232679368738924
1
<0.1%
2.0231653463994483
1
<0.1%
2.0229593153049836
1
<0.1%
2.0229515057142584
1
<0.1%
2.0228711901914416
1
<0.1%
phos
MISSING:
2,713
(32%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crea
0.49
bun
0.44
k
0.38
ph
-0.32
be
-0.28
bicar
-0.26
ast
0.25
map
-0.24
sbp
-0.24
bili_dir
0.22
alt
0.22
lact
0.21
bili
0.20
ptt
0.19
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.14
sex
0.00
MOST FREQUENT VALUES
1.1405524450123636
63
1.1%
1.100142906674487
62
1.1%
1.0027687426493108
61
1.0%
1.1205517783056942
61
1.0%
1.1504047414553753
60
1.0%
1.0472205052201446
60
1.0%
1.2528197468834448
59
1.0%
1.2259122939635205
57
1.0%
1.0252415985013694
56
1.0%
1.207563155295324
55
0.9%
1.0580314213243602
55
0.9%
1.0897801196389405
55
0.9%
1.2616303765655996
54
0.9%
1.1306021141591955
54
0.9%
1.014068297903244
54
0.9%
SMALLEST VALUES
-0.9896614220408955
1
<0.1%
-0.909618714367359
1
<0.1%
-0.2965142414809502
1
<0.1%
-0.25569224696069504
1
<0.1%
-0.11506149463626589
1
<0.1%
-0.10727224184242184
2
<0.1%
-0.07337069016674046
2
<0.1%
-0.051628134196870956
1
<0.1%
-0.040580867343749556
5
<0.1%
0.021939489637584603
3
<0.1%
0.08077998966051789
2
<0.1%
0.16301808789749006
2
<0.1%
0.18899357430075076
4
<0.1%
0.19474838350214738
1
<0.1%
0.21431138228504065
5
<0.1%
LARGEST VALUES
2.6324548159133587
1
<0.1%
2.5961669893433617
1
<0.1%
2.4362285722116312
1
<0.1%
2.430738089290143
1
<0.1%
2.4003626590231346
1
<0.1%
2.380302662128422
1
<0.1%
2.3660735855445028
1
<0.1%
2.3365729211478046
1
<0.1%
2.330566897087593
1
<0.1%
2.3245245826316303
1
<0.1%
2.321489678936476
1
<0.1%
2.3061754439634337
1
<0.1%
2.298641061397236
1
<0.1%
2.291913607524472
1
<0.1%
2.2780045669967373
1
<0.1%
plt
MISSING:
498
(6%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wbc
0.43
bili
-0.40
neut
0.38
lact
-0.34
fgn
0.31
bili_dir
-0.30
ptt
-0.24
sbp
0.24
map
0.23
ast
-0.22
crea
-0.22
bnd
-0.20
inr_pt
-0.19
be
0.19
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.06
sex
0.00
MOST FREQUENT VALUES
5.225746673713202
33
0.4%
4.997212273764115
31
0.4%
5.0106352940962555
30
0.4%
5.153291594497779
28
0.3%
4.969813299576001
28
0.3%
5.298317366548036
27
0.3%
5.187385805840755
27
0.3%
5.25227342804663
27
0.3%
5.236441962829949
27
0.3%
4.919980925828125
27
0.3%
5.159055299214529
27
0.3%
4.962844630259907
26
0.3%
5.209486152841421
26
0.3%
5.41610040220442
26
0.3%
5.099866427824199
26
0.3%
SMALLEST VALUES
1.9782980652065294
1
<0.1%
2.0364158609214553
1
<0.1%
2.0471722811110507
1
<0.1%
2.0794415416798357
3
<0.1%
2.0922892781472084
1
<0.1%
2.118702553565297
1
<0.1%
2.178354413344796
1
<0.1%
2.1972245773362196
1
<0.1%
2.2154083994216567
2
<0.1%
2.225579183061286
1
<0.1%
2.255429753258425
1
<0.1%
2.3221954495706862
1
<0.1%
2.3375255785878357
1
<0.1%
2.393745871391023
2
<0.1%
2.3937458713910233
2
<0.1%
LARGEST VALUES
7.055312843339752
1
<0.1%
7.040536390215956
1
<0.1%
7.00850518208228
1
<0.1%
6.929974203697421
1
<0.1%
6.8801638016919515
1
<0.1%
6.8656654022528265
1
<0.1%
6.829793737512425
1
<0.1%
6.820903479830497
1
<0.1%
6.810142450115136
1
<0.1%
6.787718499713609
1
<0.1%
6.7650389767805414
1
<0.1%
6.756932389247553
1
<0.1%
6.74993119378857
1
<0.1%
6.725033642166843
1
<0.1%
6.709304340258298
1
<0.1%
po2
MISSING:
1,366
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
o2sat
0.64
fio2
-0.49
resp
-0.35
crp
-0.30
bun
-0.25
age
-0.21
weight
-0.20
pco2
-0.20
map
0.19
fgn
-0.18
hr1
-0.18
dbp
0.18
alp
-0.18
crea
-0.16
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.09
sex
0.03
MOST FREQUENT VALUES
4.356708826689592
7
<0.1%
4.6443908991413725
6
<0.1%
4.653960350157523
6
<0.1%
4.852030263919617
5
<0.1%
4.6913478822291435
5
<0.1%
4.77912349311153
5
<0.1%
4.68213122712422
4
<0.1%
4.890349128221754
4
<0.1%
4.727387818712341
4
<0.1%
4.919980925828125
3
<0.1%
4.3694478524670215
3
<0.1%
4.465908118654584
3
<0.1%
4.700480365792417
3
<0.1%
4.477336814478207
3
<0.1%
4.74493212836325
3
<0.1%
SMALLEST VALUES
3.7710016936440356
1
<0.1%
3.7732970813136126
1
<0.1%
3.8364494532898235
1
<0.1%
3.912023005428146
1
<0.1%
3.927303105084853
1
<0.1%
3.935006394289744
1
<0.1%
3.9488102339096978
1
<0.1%
3.960813169597578
1
<0.1%
3.9664884201107826
1
<0.1%
3.97238419713365
1
<0.1%
3.9736380049056925
1
<0.1%
3.9774643608645777
1
<0.1%
3.9866043372381617
1
<0.1%
3.989608939755392
1
<0.1%
3.992085069117008
1
<0.1%
LARGEST VALUES
6.173786103901937
1
<0.1%
6.12029741895095
1
<0.1%
6.063785208687608
1
<0.1%
5.808142489980444
1
<0.1%
5.771441123130016
1
<0.1%
5.75890177387728
1
<0.1%
5.720311776607412
1
<0.1%
5.701984299883765
1
<0.1%
5.66988092298052
1
<0.1%
5.652489180268651
1
<0.1%
5.651479623542568
1
<0.1%
5.645446897643238
1
<0.1%
5.641907070938114
1
<0.1%
5.636298802784226
1
<0.1%
5.627621113690637
1
<0.1%
ptt
MISSING:
5,903
(69%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
inr_pt
0.47
bili_dir
0.40
map
-0.39
sbp
-0.38
lact
0.35
dbp
-0.33
be
-0.33
crea
0.31
bicar
-0.30
bun
0.28
alb
-0.27
ph
-0.26
tnt
0.26
fio2
0.25
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.05
inf_replaced
0.04
MOST FREQUENT VALUES
3.493472657771326
13
0.5%
3.591817741270805
13
0.5%
3.5380565643793527
13
0.5%
3.3877743613300146
12
0.4%
3.5115454388310208
11
0.4%
3.681351187693145
11
0.4%
3.8088822465086327
11
0.4%
3.6686767467964168
11
0.4%
3.481240089335692
11
0.4%
3.676300671907076
11
0.4%
3.4210000089583352
10
0.4%
3.673765816303888
10
0.4%
3.6189933266497696
10
0.4%
3.6402142821326553
10
0.4%
3.6000482404073204
10
0.4%
SMALLEST VALUES
3.0204248861443626
1
<0.1%
3.0252910757955354
1
<0.1%
3.0587070727153796
1
<0.1%
3.0819099697950434
2
<0.1%
3.1022182715503477
1
<0.1%
3.1135153092103742
1
<0.1%
3.1198649435979857
1
<0.1%
3.126760535960395
1
<0.1%
3.139832617527748
2
<0.1%
3.141992448100006
1
<0.1%
3.1441522786722644
1
<0.1%
3.1484533605716547
1
<0.1%
3.152736022363656
2
<0.1%
3.1570004211501135
1
<0.1%
3.169650271189755
1
<0.1%
LARGEST VALUES
5.676068636088686
1
<0.1%
5.5254529391317835
1
<0.1%
5.513831890697755
1
<0.1%
5.5134287461649825
1
<0.1%
5.493884150092012
1
<0.1%
5.47058858748849
1
<0.1%
5.459585514144159
1
<0.1%
5.391352232515226
1
<0.1%
5.360352757467489
1
<0.1%
5.357529226179882
1
<0.1%
5.296816240421769
1
<0.1%
5.236894451548613
1
<0.1%
5.217649463480582
1
<0.1%
5.214392131610276
1
<0.1%
5.19794439240125
1
<0.1%
resp
MISSING:
7
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
o2sat
-0.37
po2
-0.35
hr1
0.32
ckmb
-0.32
crp
0.32
alp
0.31
fio2
0.29
temp
0.28
fgn
0.24
tnt
-0.23
bun
0.23
ck
-0.23
lymph
0.19
alb
-0.15
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.11
sex
0.01
MOST FREQUENT VALUES
19.0
24
0.3%
18.0
24
0.3%
17.0
19
0.2%
16.0
19
0.2%
20.0
17
0.2%
21.0
15
0.2%
23.0
15
0.2%
22.0
13
0.2%
15.0
13
0.2%
15.666666666666666
12
0.1%
18.666666666666668
12
0.1%
19.25
11
0.1%
18.5
11
0.1%
17.5
10
0.1%
18.75
10
0.1%
SMALLEST VALUES
3.8095238095238093
1
<0.1%
5.247916666666667
1
<0.1%
5.285416666666666
1
<0.1%
5.547916666666667
1
<0.1%
5.704166666666667
1
<0.1%
5.808333333333334
1
<0.1%
5.83125
1
<0.1%
5.952083333333333
1
<0.1%
5.95625
1
<0.1%
5.96875
1
<0.1%
5.983333333333333
1
<0.1%
6.088636363636363
1
<0.1%
6.210416666666667
2
<0.1%
6.26875
1
<0.1%
6.45625
1
<0.1%
LARGEST VALUES
49.63333333333333
1
<0.1%
45.65217391304348
1
<0.1%
43.80625
1
<0.1%
42.06315789473685
1
<0.1%
41.202173913043474
1
<0.1%
40.9525
1
<0.1%
40.84782608695652
1
<0.1%
40.81315789473685
1
<0.1%
40.56136363636364
1
<0.1%
40.545833333333334
1
<0.1%
39.96190476190476
1
<0.1%
39.699999999999996
1
<0.1%
39.1452380952381
1
<0.1%
38.811904761904756
1
<0.1%
38.80416666666667
1
<0.1%
sbp
MISSING:
251
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
map
0.89
dbp
0.67
lact
-0.44
tnt
-0.39
ptt
-0.38
hr1
-0.37
k
-0.33
fio2
-0.33
bnd
-0.31
hr3
-0.31
crea
-0.31
bun
-0.31
inr_pt
-0.28
be
0.28
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.07
sex
0.02
MOST FREQUENT VALUES
122.5
8
<0.1%
107.0
7
<0.1%
119.08333333333333
7
<0.1%
129.5
7
<0.1%
125.66666666666667
7
<0.1%
118.16666666666667
6
<0.1%
100.75
6
<0.1%
125.85416666666667
6
<0.1%
89.04166666666667
6
<0.1%
90.9375
6
<0.1%
93.85416666666667
6
<0.1%
128.0
6
<0.1%
93.41666666666667
6
<0.1%
92.72916666666667
6
<0.1%
104.16666666666667
6
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
21.0
1
<0.1%
38.0
1
<0.1%
55.333333333333336
1
<0.1%
55.958333333333336
1
<0.1%
60.6875
1
<0.1%
62.583333333333336
1
<0.1%
63.02272727272727
1
<0.1%
63.791666666666664
1
<0.1%
65.125
1
<0.1%
65.22916666666667
1
<0.1%
65.91666666666667
1
<0.1%
66.0
1
<0.1%
66.52083333333333
1
<0.1%
66.86363636363636
1
<0.1%
LARGEST VALUES
220.5
1
<0.1%
206.0
1
<0.1%
190.9375
1
<0.1%
190.16666666666666
1
<0.1%
189.9375
1
<0.1%
189.70833333333334
1
<0.1%
189.21428571428572
1
<0.1%
189.0625
1
<0.1%
188.14285714285714
1
<0.1%
186.8
1
<0.1%
186.66666666666666
1
<0.1%
184.47826086956522
1
<0.1%
184.33333333333334
1
<0.1%
184.14583333333334
2
<0.1%
183.66666666666666
1
<0.1%
temp
MISSING:
3,405
(40%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hr1
0.33
resp
0.28
crp
0.26
ph
0.21
ckmb
-0.20
be
0.19
fgn
0.18
bicar
0.17
ptt
-0.16
hgb
-0.16
po2
-0.14
lymph
0.13
o2sat
-0.13
hr3
0.13
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.13
sex
0.01
MOST FREQUENT VALUES
37.0
47
0.9%
36.9
45
0.9%
36.6
45
0.9%
36.7
36
0.7%
36.4
33
0.6%
37.1
33
0.6%
36.5
32
0.6%
36.8
30
0.6%
37.2
27
0.5%
36.75
26
0.5%
37.4
26
0.5%
37.5
23
0.4%
37.3
22
0.4%
37.35
22
0.4%
36.65
22
0.4%
SMALLEST VALUES
32.6
1
<0.1%
33.0
1
<0.1%
33.0125
1
<0.1%
33.025
1
<0.1%
33.1
1
<0.1%
33.12380952380953
1
<0.1%
33.125
1
<0.1%
33.160869565217396
1
<0.1%
33.18333333333333
1
<0.1%
33.25
2
<0.1%
33.266666666666666
1
<0.1%
33.275
1
<0.1%
33.31111111111111
1
<0.1%
33.3425
1
<0.1%
33.349999999999994
1
<0.1%
LARGEST VALUES
39.55
1
<0.1%
39.44761904761905
1
<0.1%
39.34722222222222
1
<0.1%
39.3
2
<0.1%
39.2875
1
<0.1%
39.1875
1
<0.1%
39.18333333333333
1
<0.1%
39.11578947368421
1
<0.1%
39.05555555555556
1
<0.1%
39.04
1
<0.1%
39.00952380952381
1
<0.1%
39.00208333333333
1
<0.1%
38.993478260869566
1
<0.1%
38.96923076923077
1
<0.1%
38.96875
1
<0.1%
tnt
MISSING:
6,239
(73%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ckmb
0.69
map
-0.41
ck
0.40
sbp
-0.39
ast
0.39
dbp
-0.35
lact
0.33
glu
0.31
mg
0.27
ptt
0.26
crea
0.24
k
0.24
resp
-0.23
be
-0.23
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.05
inf_replaced
0.01
MOST FREQUENT VALUES
-4.268697949366879
23
1.0%
-4.8283137373023015
22
0.9%
-5.521460917862246
19
0.8%
-4.199705077879927
18
0.8%
-3.9633162998156966
17
0.7%
-4.509860006183766
16
0.7%
-3.649658740960655
15
0.6%
-5.298317366548036
14
0.6%
-4.135166556742356
14
0.6%
-4.605170185988091
14
0.6%
-3.816712825623821
14
0.6%
-4.961845129926823
14
0.6%
-4.3428059215206005
14
0.6%
-4.422848629194137
13
0.6%
-3.7297014486341915
13
0.6%
SMALLEST VALUES
-5.809142990314028
1
<0.1%
-5.521460917862246
19
0.8%
-5.409889142205142
1
<0.1%
-5.298317366548036
14
0.6%
-5.241653023894535
1
<0.1%
-5.20715658815106
2
<0.1%
-5.174887327582274
1
<0.1%
-5.115995809754082
8
0.3%
-5.064612249811662
1
<0.1%
-5.063315551925169
1
<0.1%
-4.972154773528192
1
<0.1%
-4.961845129926823
14
0.6%
-4.83618791578637
1
<0.1%
-4.8283137373023015
22
0.9%
-4.78905272541684
1
<0.1%
LARGEST VALUES
4.258409857633306
1
<0.1%
3.368747762642184
1
<0.1%
3.3645778543313227
1
<0.1%
3.3442349446669106
1
<0.1%
3.330916884229195
1
<0.1%
3.2980498562863847
1
<0.1%
3.27508368536019
1
<0.1%
3.260915499598955
1
<0.1%
3.243217189781771
1
<0.1%
3.16550469213756
1
<0.1%
3.1621345536738663
1
<0.1%
3.053112465498217
1
<0.1%
3.036314850762745
1
<0.1%
3.010577159320272
1
<0.1%
2.985218760270424
1
<0.1%
urine
MISSING:
1,862
(22%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
map
0.15
height
0.15
age
-0.15
dbp
0.14
weight
0.13
resp
0.13
crea
-0.12
be
0.12
bicar
0.11
bun
-0.11
tnt
-0.11
sbp
0.11
wbc
-0.10
k
-0.10
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.59
sex
0.02
MOST FREQUENT VALUES
5.678706661499376
1
<0.1%
5.4044512015569595
1
<0.1%
5.380336362097489
1
<0.1%
5.567050591566222
1
<0.1%
6.02631435809156
1
<0.1%
5.061023693694302
1
<0.1%
4.417183138977151
1
<0.1%
5.3947348785137725
1
<0.1%
5.485747393426459
1
<0.1%
5.726796548619687
1
<0.1%
4.7035816334637435
1
<0.1%
5.24879466467748
1
<0.1%
4.712948205912117
1
<0.1%
5.440984154197277
1
<0.1%
5.440200055437324
1
<0.1%
SMALLEST VALUES
2.7266733260625347
1
<0.1%
2.8824099510030337
1
<0.1%
3.0454379743172106
1
<0.1%
3.065008324308802
1
<0.1%
3.146002832528085
1
<0.1%
3.2156805931878214
1
<0.1%
3.28740027428096
1
<0.1%
3.295211199210979
1
<0.1%
3.3906949568607674
1
<0.1%
3.4051971080088514
1
<0.1%
3.406861854742678
1
<0.1%
3.4397750594571974
1
<0.1%
3.467816404868549
1
<0.1%
3.5119218106399583
1
<0.1%
3.5316835567680798
1
<0.1%
LARGEST VALUES
7.068318497322941
1
<0.1%
6.895953486601638
1
<0.1%
6.852611621156761
1
<0.1%
6.845005204273101
1
<0.1%
6.763560458696255
1
<0.1%
6.762857757147586
1
<0.1%
6.722615657892337
1
<0.1%
6.714318389725501
1
<0.1%
6.666677861355705
1
<0.1%
6.662714442515441
1
<0.1%
6.649812368079412
1
<0.1%
6.631379386348659
1
<0.1%
6.627216496297535
1
<0.1%
6.594411085264006
1
<0.1%
6.590870704017736
1
<0.1%
wbc
MISSING:
467
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
neut
0.88
plt
0.43
alp
0.17
bnd
-0.16
mchc
-0.14
hgb
0.14
ca
0.11
tnt
0.11
urine
-0.10
k
0.10
glu
0.10
ast
0.07
ph
-0.07
alt
0.06
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.10
sex
0.02
MOST FREQUENT VALUES
2.2925347571405443
58
0.7%
2.312535423847214
52
0.6%
2.0794415416798357
50
0.6%
2.2823823856765264
50
0.6%
2.128231705849268
49
0.6%
2.151762203259462
47
0.6%
2.272125885509337
47
0.6%
2.1972245773362196
47
0.6%
2.2300144001592104
47
0.6%
2.322387720290225
46
0.6%
1.9740810260220096
46
0.6%
2.4069451083182885
46
0.6%
2.3702437414678603
45
0.6%
2.2082744135228043
45
0.6%
2.341805806147327
45
0.6%
SMALLEST VALUES
-2.3025850929940455
15
0.2%
-2.1674300569579907
1
<0.1%
-2.0715360328073973
2
<0.1%
-1.9560115027140728
4
<0.1%
-1.8404869726207487
1
<0.1%
-1.753278948659991
1
<0.1%
-1.7053319365846942
1
<0.1%
-1.6094379124341003
5
<0.1%
-1.541860394416073
1
<0.1%
-1.5080716354070591
2
<0.1%
-1.4978661367769954
1
<0.1%
-1.4742828763980456
2
<0.1%
-1.4067053583800182
2
<0.1%
-1.2432338162113972
2
<0.1%
-1.2039728043259361
4
<0.1%
LARGEST VALUES
5.501258210544727
1
<0.1%
5.2519002178818255
1
<0.1%
5.1375615876686425
1
<0.1%
5.132262782217954
1
<0.1%
4.983029398491721
1
<0.1%
4.74976543184274
1
<0.1%
4.557486885880597
1
<0.1%
4.530560692906911
1
<0.1%
4.306122578033858
1
<0.1%
4.29695787357148
1
<0.1%
4.276063904647614
1
<0.1%
4.251348311031766
1
<0.1%
4.229749199228304
1
<0.1%
4.204885067558002
1
<0.1%
4.203198967134183
1
<0.1%
age
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dbp
-0.33
bun
0.32
glu
0.21
po2
-0.21
crea
0.20
height
-0.19
o2sat
-0.19
ck
-0.19
mchc
0.18
map
-0.16
k
0.15
alb
-0.15
fio2
0.15
urine
-0.15
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.01
inf_replaced
0.01
MOST FREQUENT VALUES
70.0
1,147
13.4%
75.0
1,137
13.3%
65.0
1,111
13.0%
60.0
922
10.7%
80.0
914
10.7%
55.0
802
9.4%
50.0
628
7.3%
45.0
432
5.0%
85.0
412
4.8%
40.0
287
3.3%
20.0
195
2.3%
30.0
183
2.1%
35.0
183
2.1%
25.0
144
1.7%
90.0
80
0.9%
SMALLEST VALUES
20.0
195
2.3%
25.0
144
1.7%
30.0
183
2.1%
35.0
183
2.1%
40.0
287
3.3%
45.0
432
5.0%
50.0
628
7.3%
55.0
802
9.4%
60.0
922
10.7%
65.0
1,111
13.0%
70.0
1,147
13.4%
75.0
1,137
13.3%
80.0
914
10.7%
85.0
412
4.8%
90.0
80
0.9%
LARGEST VALUES
90.0
80
0.9%
85.0
412
4.8%
80.0
914
10.7%
75.0
1,137
13.3%
70.0
1,147
13.4%
65.0
1,111
13.0%
60.0
922
10.7%
55.0
802
9.4%
50.0
628
7.3%
45.0
432
5.0%
40.0
287
3.3%
35.0
183
2.1%
30.0
183
2.1%
25.0
144
1.7%
20.0
195
2.3%
sex
MISSING:
---
TOP CATEGORIES
hr3 (avg)
0
5,505
64%
83.6
1
3,072
36%
84.5
ALL
8,577
100%
84.0
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sex
PROVIDES INFORMATION ON...
inf_replaced
0.00
THESE FEATURES GIVE INFORMATION
ON sex:
inf_replaced
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
CORRELATION RATIO WITH...
weight
0.29
crea
0.21
height
0.15
ck
0.11
k
0.11
ckmb
0.10
map
0.10
bun
0.09
o2sat
0.07
hgb
0.07
bili
0.06
crp
0.06
fio2
0.06
inr_pt
0.06
height
MISSING:
396
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
weight
0.49
age
-0.19
urine
0.15
ck
0.14
hgb
0.13
alb
0.11
crea
0.10
mch
0.08
ca
0.07
hr3
-0.07
mcv
0.06
bili
0.06
dbp
0.06
pco2
0.06
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.15
inf_replaced
0.06
MOST FREQUENT VALUES
170.0
1,832
22.4%
180.0
1,479
18.1%
175.0
1,466
17.9%
165.0
1,218
14.9%
160.0
927
11.3%
185.0
570
7.0%
155.0
270
3.3%
190.0
138
1.7%
150.0
113
1.4%
177.5
35
0.4%
167.5
28
0.3%
172.5
23
0.3%
162.5
20
0.2%
182.5
18
0.2%
195.0
16
0.2%
SMALLEST VALUES
145.0
1
<0.1%
147.5
1
<0.1%
150.0
113
1.4%
152.5
3
<0.1%
155.0
270
3.3%
157.5
8
<0.1%
160.0
927
11.3%
162.5
20
0.2%
165.0
1,218
14.9%
167.5
28
0.3%
170.0
1,832
22.4%
172.5
23
0.3%
175.0
1,466
17.9%
177.5
35
0.4%
180.0
1,479
18.1%
LARGEST VALUES
200.0
4
<0.1%
195.0
16
0.2%
192.5
2
<0.1%
190.0
138
1.7%
187.5
9
0.1%
185.0
570
7.0%
182.5
18
0.2%
180.0
1,479
18.1%
177.5
35
0.4%
175.0
1,466
17.9%
172.5
23
0.3%
170.0
1,832
22.4%
167.5
28
0.3%
165.0
1,218
14.9%
162.5
20
0.2%
weight
MISSING:
288
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
height
0.49
crea
0.23
po2
-0.20
bun
0.15
glu
0.14
fio2
0.14
o2sat
-0.14
k
0.13
urine
0.13
fgn
0.13
pco2
0.11
ck
0.10
bili_dir
0.10
temp
0.10
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.29
inf_replaced
0.04
MOST FREQUENT VALUES
80.0
1,208
14.6%
70.0
1,095
13.2%
75.0
1,015
12.2%
85.0
769
9.3%
65.0
762
9.2%
90.0
724
8.7%
60.0
661
8.0%
95.0
358
4.3%
55.0
345
4.2%
100.0
332
4.0%
50.0
283
3.4%
105.0
118
1.4%
110.0
93
1.1%
120.0
73
0.9%
45.0
71
0.9%
SMALLEST VALUES
40.0
20
0.2%
45.0
71
0.9%
50.0
283
3.4%
52.5
8
<0.1%
55.0
345
4.2%
57.5
18
0.2%
60.0
661
8.0%
62.5
24
0.3%
65.0
762
9.2%
67.5
28
0.3%
70.0
1,095
13.2%
72.5
36
0.4%
75.0
1,015
12.2%
77.5
38
0.5%
80.0
1,208
14.6%
LARGEST VALUES
180.0
1
<0.1%
150.0
4
<0.1%
145.0
1
<0.1%
142.5
1
<0.1%
140.0
4
<0.1%
135.0
6
<0.1%
130.0
17
0.2%
125.0
10
0.1%
122.5
2
<0.1%
120.0
73
0.9%
117.5
1
<0.1%
115.0
51
0.6%
110.0
93
1.1%
107.5
6
<0.1%
105.0
118
1.4%
inf_replaced
MISSING:
---
TOP CATEGORIES
hr3 (avg)
0
4,819
56%
82.4
1
3,758
44%
86.0
ALL
8,577
100%
84.0
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
inf_replaced
PROVIDES INFORMATION ON...
sex
0.00
THESE FEATURES GIVE INFORMATION
ON inf_replaced:
sex
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)